{
    "segments": [
        {
            "id": 1,
            "seek": 2680,
            "start": 0.0,
            "end": 5.16,
            "text": " Hi, I'm Katie Doroshek. I am coming from the University of Washington from the Paul G.",
            "tokens": [
                50368,
                2421,
                11,
                286,
                478,
                19602,
                13643,
                329,
                675,
                74,
                13,
                286,
                669,
                1348,
                490,
                264,
                3535,
                295,
                6149,
                490,
                264,
                4552,
                460,
                13,
                50616
            ],
            "temperature": 0.0,
            "avg_logprob": -0.31670671930679906,
            "compression_ratio": 1.59375,
            "no_speech_prob": 0.0193939208984375,
            "words": [
                {
                    "start": 0.0,
                    "end": 0.22,
                    "word": " Hi",
                    "probability": 0.449951171875
                },
                {
                    "start": 0.22,
                    "end": 0.4,
                    "word": ",",
                    "probability": 0.83984375
                },
                {
                    "start": 0.4,
                    "end": 0.84,
                    "word": " I'm",
                    "probability": 0.9638671875
                },
                {
                    "start": 0.84,
                    "end": 1.16,
                    "word": " Katie",
                    "probability": 0.77587890625
                },
                {
                    "start": 1.16,
                    "end": 1.8,
                    "word": " Doroshek",
                    "probability": 0.495819091796875
                },
                {
                    "start": 1.8,
                    "end": 2.04,
                    "word": ".",
                    "probability": 0.82373046875
                },
                {
                    "start": 2.04,
                    "end": 2.14,
                    "word": " I",
                    "probability": 0.99462890625
                },
                {
                    "start": 2.14,
                    "end": 2.32,
                    "word": " am",
                    "probability": 0.86279296875
                },
                {
                    "start": 2.32,
                    "end": 2.52,
                    "word": " coming",
                    "probability": 0.8125
                },
                {
                    "start": 2.52,
                    "end": 2.76,
                    "word": " from",
                    "probability": 0.81396484375
                },
                {
                    "start": 2.76,
                    "end": 2.9,
                    "word": " the",
                    "probability": 0.8017578125
                },
                {
                    "start": 2.9,
                    "end": 3.28,
                    "word": " University",
                    "probability": 0.7060546875
                },
                {
                    "start": 3.28,
                    "end": 3.48,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 3.48,
                    "end": 3.84,
                    "word": " Washington",
                    "probability": 0.85107421875
                },
                {
                    "start": 3.84,
                    "end": 4.18,
                    "word": " from",
                    "probability": 0.58203125
                },
                {
                    "start": 4.18,
                    "end": 4.44,
                    "word": " the",
                    "probability": 0.80712890625
                },
                {
                    "start": 4.44,
                    "end": 4.66,
                    "word": " Paul",
                    "probability": 0.875
                },
                {
                    "start": 4.66,
                    "end": 4.9,
                    "word": " G",
                    "probability": 0.99365234375
                },
                {
                    "start": 4.9,
                    "end": 5.16,
                    "word": ".",
                    "probability": 0.9384765625
                }
            ]
        },
        {
            "id": 2,
            "seek": 2680,
            "start": 5.16,
            "end": 10.18,
            "text": " Allen School of Computer Science and Engineering with the Molecular Information Systems Lab,",
            "tokens": [
                50616,
                17160,
                5070,
                295,
                22289,
                8976,
                293,
                16215,
                365,
                264,
                46914,
                17792,
                15357,
                27059,
                10137,
                11,
                50878
            ],
            "temperature": 0.0,
            "avg_logprob": -0.31670671930679906,
            "compression_ratio": 1.59375,
            "no_speech_prob": 0.0193939208984375,
            "words": [
                {
                    "start": 5.16,
                    "end": 5.26,
                    "word": " Allen",
                    "probability": 0.705078125
                },
                {
                    "start": 5.26,
                    "end": 5.56,
                    "word": " School",
                    "probability": 0.783203125
                },
                {
                    "start": 5.56,
                    "end": 5.7,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 5.7,
                    "end": 5.94,
                    "word": " Computer",
                    "probability": 0.79736328125
                },
                {
                    "start": 5.94,
                    "end": 6.22,
                    "word": " Science",
                    "probability": 0.814453125
                },
                {
                    "start": 6.22,
                    "end": 6.36,
                    "word": " and",
                    "probability": 0.84375
                },
                {
                    "start": 6.36,
                    "end": 6.72,
                    "word": " Engineering",
                    "probability": 0.88134765625
                },
                {
                    "start": 6.72,
                    "end": 7.12,
                    "word": " with",
                    "probability": 0.734375
                },
                {
                    "start": 7.12,
                    "end": 7.76,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 7.76,
                    "end": 8.38,
                    "word": " Molecular",
                    "probability": 0.761962890625
                },
                {
                    "start": 8.38,
                    "end": 8.92,
                    "word": " Information",
                    "probability": 0.71435546875
                },
                {
                    "start": 8.92,
                    "end": 9.42,
                    "word": " Systems",
                    "probability": 0.8203125
                },
                {
                    "start": 9.42,
                    "end": 9.84,
                    "word": " Lab",
                    "probability": 0.7724609375
                },
                {
                    "start": 9.84,
                    "end": 10.18,
                    "word": ",",
                    "probability": 0.57177734375
                }
            ]
        },
        {
            "id": 3,
            "seek": 2680,
            "start": 10.18,
            "end": 15.18,
            "text": " where we are really interested in doing interesting things with storing information in DNA and",
            "tokens": [
                50878,
                689,
                321,
                366,
                534,
                3102,
                294,
                884,
                1880,
                721,
                365,
                26085,
                1589,
                294,
                8272,
                293,
                51136
            ],
            "temperature": 0.0,
            "avg_logprob": -0.31670671930679906,
            "compression_ratio": 1.59375,
            "no_speech_prob": 0.0193939208984375,
            "words": [
                {
                    "start": 10.18,
                    "end": 10.32,
                    "word": " where",
                    "probability": 0.90478515625
                },
                {
                    "start": 10.32,
                    "end": 10.48,
                    "word": " we",
                    "probability": 0.9033203125
                },
                {
                    "start": 10.48,
                    "end": 10.68,
                    "word": " are",
                    "probability": 0.892578125
                },
                {
                    "start": 10.68,
                    "end": 10.92,
                    "word": " really",
                    "probability": 0.76416015625
                },
                {
                    "start": 10.92,
                    "end": 11.26,
                    "word": " interested",
                    "probability": 0.64990234375
                },
                {
                    "start": 11.26,
                    "end": 11.66,
                    "word": " in",
                    "probability": 0.89794921875
                },
                {
                    "start": 11.66,
                    "end": 11.94,
                    "word": " doing",
                    "probability": 0.87939453125
                },
                {
                    "start": 11.94,
                    "end": 12.36,
                    "word": " interesting",
                    "probability": 0.654296875
                },
                {
                    "start": 12.36,
                    "end": 12.8,
                    "word": " things",
                    "probability": 0.74609375
                },
                {
                    "start": 12.8,
                    "end": 13.08,
                    "word": " with",
                    "probability": 0.806640625
                },
                {
                    "start": 13.08,
                    "end": 13.34,
                    "word": " storing",
                    "probability": 0.916015625
                },
                {
                    "start": 13.34,
                    "end": 13.82,
                    "word": " information",
                    "probability": 0.734375
                },
                {
                    "start": 13.82,
                    "end": 14.06,
                    "word": " in",
                    "probability": 0.7509765625
                },
                {
                    "start": 14.06,
                    "end": 14.36,
                    "word": " DNA",
                    "probability": 0.9130859375
                },
                {
                    "start": 14.36,
                    "end": 15.18,
                    "word": " and",
                    "probability": 0.83154296875
                }
            ]
        },
        {
            "id": 4,
            "seek": 2680,
            "start": 15.18,
            "end": 22.36,
            "text": " different types of sensing that kind of appeals to the DIY audience a little bit. So the project",
            "tokens": [
                51136,
                819,
                3467,
                295,
                30654,
                300,
                733,
                295,
                32603,
                281,
                264,
                22194,
                4034,
                257,
                707,
                857,
                13,
                407,
                264,
                1716,
                51484
            ],
            "temperature": 0.0,
            "avg_logprob": -0.31670671930679906,
            "compression_ratio": 1.59375,
            "no_speech_prob": 0.0193939208984375,
            "words": [
                {
                    "start": 15.18,
                    "end": 15.92,
                    "word": " different",
                    "probability": 0.67626953125
                },
                {
                    "start": 15.92,
                    "end": 16.44,
                    "word": " types",
                    "probability": 0.7451171875
                },
                {
                    "start": 16.44,
                    "end": 16.8,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 16.8,
                    "end": 17.38,
                    "word": " sensing",
                    "probability": 0.77685546875
                },
                {
                    "start": 17.38,
                    "end": 18.18,
                    "word": " that",
                    "probability": 0.78076171875
                },
                {
                    "start": 18.18,
                    "end": 18.52,
                    "word": " kind",
                    "probability": 0.701171875
                },
                {
                    "start": 18.52,
                    "end": 18.64,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 18.64,
                    "end": 19.0,
                    "word": " appeals",
                    "probability": 0.869140625
                },
                {
                    "start": 19.0,
                    "end": 19.32,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 19.32,
                    "end": 19.62,
                    "word": " the",
                    "probability": 0.8203125
                },
                {
                    "start": 19.62,
                    "end": 20.1,
                    "word": " DIY",
                    "probability": 0.66015625
                },
                {
                    "start": 20.1,
                    "end": 20.68,
                    "word": " audience",
                    "probability": 0.8310546875
                },
                {
                    "start": 20.82,
                    "end": 20.92,
                    "word": " a little",
                    "probability": 0.80322265625
                },
                {
                    "start": 20.92,
                    "end": 21.16,
                    "word": " bit",
                    "probability": 0.8984375
                },
                {
                    "start": 21.16,
                    "end": 21.54,
                    "word": ".",
                    "probability": 0.99365234375
                },
                {
                    "start": 21.54,
                    "end": 21.7,
                    "word": " So",
                    "probability": 0.85205078125
                },
                {
                    "start": 21.7,
                    "end": 21.96,
                    "word": " the",
                    "probability": 0.693359375
                },
                {
                    "start": 21.96,
                    "end": 22.36,
                    "word": " project",
                    "probability": 0.72705078125
                }
            ]
        },
        {
            "id": 5,
            "seek": 2680,
            "start": 22.36,
            "end": 26.8,
            "text": " that I'm going to talk about today is called Porcupine, which is doing rapid and robust",
            "tokens": [
                51484,
                300,
                286,
                478,
                516,
                281,
                751,
                466,
                965,
                307,
                1219,
                5269,
                16794,
                533,
                11,
                597,
                307,
                884,
                7558,
                293,
                13956,
                51706
            ],
            "temperature": 0.0,
            "avg_logprob": -0.31670671930679906,
            "compression_ratio": 1.59375,
            "no_speech_prob": 0.0193939208984375,
            "words": [
                {
                    "start": 22.36,
                    "end": 22.52,
                    "word": " that",
                    "probability": 0.86328125
                },
                {
                    "start": 22.52,
                    "end": 22.62,
                    "word": " I'm",
                    "probability": 0.9931640625
                },
                {
                    "start": 22.62,
                    "end": 22.68,
                    "word": " going",
                    "probability": 0.6982421875
                },
                {
                    "start": 22.68,
                    "end": 22.74,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 22.74,
                    "end": 22.88,
                    "word": " talk",
                    "probability": 0.81689453125
                },
                {
                    "start": 22.88,
                    "end": 23.08,
                    "word": " about",
                    "probability": 0.822265625
                },
                {
                    "start": 23.08,
                    "end": 23.44,
                    "word": " today",
                    "probability": 0.79736328125
                },
                {
                    "start": 23.44,
                    "end": 23.78,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 23.78,
                    "end": 24.0,
                    "word": " called",
                    "probability": 0.81005859375
                },
                {
                    "start": 24.0,
                    "end": 24.6,
                    "word": " Porcupine",
                    "probability": 0.91552734375
                },
                {
                    "start": 24.6,
                    "end": 25.04,
                    "word": ",",
                    "probability": 0.90625
                },
                {
                    "start": 25.04,
                    "end": 25.3,
                    "word": " which",
                    "probability": 0.91064453125
                },
                {
                    "start": 25.3,
                    "end": 25.64,
                    "word": " is",
                    "probability": 0.90673828125
                },
                {
                    "start": 25.64,
                    "end": 25.92,
                    "word": " doing",
                    "probability": 0.8974609375
                },
                {
                    "start": 25.92,
                    "end": 26.28,
                    "word": " rapid",
                    "probability": 0.77587890625
                },
                {
                    "start": 26.28,
                    "end": 26.48,
                    "word": " and",
                    "probability": 0.88623046875
                },
                {
                    "start": 26.48,
                    "end": 26.8,
                    "word": " robust",
                    "probability": 0.7236328125
                }
            ]
        },
        {
            "id": 6,
            "seek": 5394,
            "start": 26.8,
            "end": 32.16,
            "text": " tagging of physical objects using DNA with highly separable nanopore signatures, or in",
            "tokens": [
                50364,
                6162,
                3249,
                295,
                4001,
                6565,
                1228,
                8272,
                365,
                5405,
                3128,
                712,
                14067,
                404,
                418,
                32322,
                11,
                420,
                294,
                50630
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25957206079551765,
            "compression_ratio": 1.70703125,
            "no_speech_prob": 0.1519775390625,
            "words": [
                {
                    "start": 26.8,
                    "end": 27.2,
                    "word": " tagging",
                    "probability": 0.490692138671875
                },
                {
                    "start": 27.2,
                    "end": 27.34,
                    "word": " of",
                    "probability": 0.67236328125
                },
                {
                    "start": 27.34,
                    "end": 27.64,
                    "word": " physical",
                    "probability": 0.798828125
                },
                {
                    "start": 27.64,
                    "end": 28.12,
                    "word": " objects",
                    "probability": 0.82373046875
                },
                {
                    "start": 28.12,
                    "end": 28.74,
                    "word": " using",
                    "probability": 0.73779296875
                },
                {
                    "start": 28.74,
                    "end": 29.1,
                    "word": " DNA",
                    "probability": 0.8994140625
                },
                {
                    "start": 29.1,
                    "end": 29.36,
                    "word": " with",
                    "probability": 0.806640625
                },
                {
                    "start": 29.36,
                    "end": 29.6,
                    "word": " highly",
                    "probability": 0.81982421875
                },
                {
                    "start": 29.6,
                    "end": 30.04,
                    "word": " separable",
                    "probability": 0.851806640625
                },
                {
                    "start": 30.04,
                    "end": 30.46,
                    "word": " nanopore",
                    "probability": 0.87548828125
                },
                {
                    "start": 30.46,
                    "end": 30.88,
                    "word": " signatures",
                    "probability": 0.82373046875
                },
                {
                    "start": 30.88,
                    "end": 31.22,
                    "word": ",",
                    "probability": 0.268310546875
                },
                {
                    "start": 31.22,
                    "end": 31.72,
                    "word": " or",
                    "probability": 0.8974609375
                },
                {
                    "start": 31.72,
                    "end": 32.16,
                    "word": " in",
                    "probability": 0.80126953125
                }
            ]
        },
        {
            "id": 7,
            "seek": 5394,
            "start": 32.28,
            "end": 36.8,
            "text": " a little bit more accessible terms, we tag stuff with DNA and we use nanopores. That's",
            "tokens": [
                50630,
                257,
                707,
                857,
                544,
                9515,
                2115,
                11,
                321,
                6162,
                1507,
                365,
                8272,
                293,
                321,
                764,
                14067,
                404,
                2706,
                13,
                663,
                311,
                50862
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25957206079551765,
            "compression_ratio": 1.70703125,
            "no_speech_prob": 0.1519775390625,
            "words": [
                {
                    "start": 32.28,
                    "end": 32.38,
                    "word": " a little",
                    "probability": 0.78662109375
                },
                {
                    "start": 32.38,
                    "end": 32.54,
                    "word": " bit",
                    "probability": 0.8525390625
                },
                {
                    "start": 32.54,
                    "end": 32.8,
                    "word": " more",
                    "probability": 0.88623046875
                },
                {
                    "start": 32.8,
                    "end": 33.46,
                    "word": " accessible",
                    "probability": 0.857421875
                },
                {
                    "start": 33.46,
                    "end": 33.92,
                    "word": " terms",
                    "probability": 0.7763671875
                },
                {
                    "start": 33.92,
                    "end": 34.26,
                    "word": ",",
                    "probability": 0.78271484375
                },
                {
                    "start": 34.26,
                    "end": 34.38,
                    "word": " we",
                    "probability": 0.88671875
                },
                {
                    "start": 34.38,
                    "end": 34.56,
                    "word": " tag",
                    "probability": 0.5888671875
                },
                {
                    "start": 34.56,
                    "end": 34.78,
                    "word": " stuff",
                    "probability": 0.82958984375
                },
                {
                    "start": 34.78,
                    "end": 34.92,
                    "word": " with",
                    "probability": 0.82373046875
                },
                {
                    "start": 34.92,
                    "end": 35.18,
                    "word": " DNA",
                    "probability": 0.91162109375
                },
                {
                    "start": 35.18,
                    "end": 35.52,
                    "word": " and",
                    "probability": 0.80126953125
                },
                {
                    "start": 35.52,
                    "end": 35.7,
                    "word": " we",
                    "probability": 0.89013671875
                },
                {
                    "start": 35.7,
                    "end": 35.84,
                    "word": " use",
                    "probability": 0.8017578125
                },
                {
                    "start": 35.84,
                    "end": 36.3,
                    "word": " nanopores",
                    "probability": 0.658935546875
                },
                {
                    "start": 36.3,
                    "end": 36.46,
                    "word": ".",
                    "probability": 0.23193359375
                },
                {
                    "start": 36.46,
                    "end": 36.8,
                    "word": " That's",
                    "probability": 0.806640625
                }
            ]
        },
        {
            "id": 8,
            "seek": 5394,
            "start": 36.8,
            "end": 42.5,
            "text": " really all we're talking about here. So when we're talking about molecular tags, we are",
            "tokens": [
                50862,
                534,
                439,
                321,
                434,
                1417,
                466,
                510,
                13,
                407,
                562,
                321,
                434,
                1417,
                466,
                19046,
                18632,
                11,
                321,
                366,
                51144
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25957206079551765,
            "compression_ratio": 1.70703125,
            "no_speech_prob": 0.1519775390625,
            "words": [
                {
                    "start": 36.8,
                    "end": 37.0,
                    "word": " really",
                    "probability": 0.77197265625
                },
                {
                    "start": 37.0,
                    "end": 37.32,
                    "word": " all",
                    "probability": 0.89990234375
                },
                {
                    "start": 37.32,
                    "end": 37.68,
                    "word": " we're",
                    "probability": 0.851806640625
                },
                {
                    "start": 37.68,
                    "end": 37.94,
                    "word": " talking",
                    "probability": 0.76953125
                },
                {
                    "start": 37.94,
                    "end": 38.18,
                    "word": " about",
                    "probability": 0.81787109375
                },
                {
                    "start": 38.18,
                    "end": 38.4,
                    "word": " here",
                    "probability": 0.81494140625
                },
                {
                    "start": 38.4,
                    "end": 38.92,
                    "word": ".",
                    "probability": 0.98779296875
                },
                {
                    "start": 39.88,
                    "end": 40.4,
                    "word": " So",
                    "probability": 0.7431640625
                },
                {
                    "start": 40.4,
                    "end": 40.62,
                    "word": " when",
                    "probability": 0.708984375
                },
                {
                    "start": 40.62,
                    "end": 40.72,
                    "word": " we're",
                    "probability": 0.9267578125
                },
                {
                    "start": 40.72,
                    "end": 40.94,
                    "word": " talking",
                    "probability": 0.76171875
                },
                {
                    "start": 40.94,
                    "end": 41.18,
                    "word": " about",
                    "probability": 0.81884765625
                },
                {
                    "start": 41.18,
                    "end": 41.5,
                    "word": " molecular",
                    "probability": 0.68994140625
                },
                {
                    "start": 41.5,
                    "end": 41.96,
                    "word": " tags",
                    "probability": 0.7236328125
                },
                {
                    "start": 41.96,
                    "end": 42.12,
                    "word": ",",
                    "probability": 0.8916015625
                },
                {
                    "start": 42.12,
                    "end": 42.3,
                    "word": " we",
                    "probability": 0.892578125
                },
                {
                    "start": 42.3,
                    "end": 42.5,
                    "word": " are",
                    "probability": 0.89697265625
                }
            ]
        },
        {
            "id": 9,
            "seek": 5394,
            "start": 42.5,
            "end": 48.32,
            "text": " using DNA to identify physical objects. This is kind of in, could be in the same world",
            "tokens": [
                51144,
                1228,
                8272,
                281,
                5876,
                4001,
                6565,
                13,
                639,
                307,
                733,
                295,
                294,
                11,
                727,
                312,
                294,
                264,
                912,
                1002,
                51440
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25957206079551765,
            "compression_ratio": 1.70703125,
            "no_speech_prob": 0.1519775390625,
            "words": [
                {
                    "start": 42.5,
                    "end": 42.82,
                    "word": " using",
                    "probability": 0.81494140625
                },
                {
                    "start": 42.82,
                    "end": 43.24,
                    "word": " DNA",
                    "probability": 0.919921875
                },
                {
                    "start": 43.24,
                    "end": 43.52,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 43.52,
                    "end": 43.96,
                    "word": " identify",
                    "probability": 0.89208984375
                },
                {
                    "start": 43.96,
                    "end": 44.42,
                    "word": " physical",
                    "probability": 0.8291015625
                },
                {
                    "start": 44.42,
                    "end": 44.88,
                    "word": " objects",
                    "probability": 0.82177734375
                },
                {
                    "start": 44.88,
                    "end": 45.4,
                    "word": ".",
                    "probability": 0.98291015625
                },
                {
                    "start": 45.4,
                    "end": 45.58,
                    "word": " This",
                    "probability": 0.8095703125
                },
                {
                    "start": 45.58,
                    "end": 45.76,
                    "word": " is",
                    "probability": 0.6201171875
                },
                {
                    "start": 45.76,
                    "end": 46.0,
                    "word": " kind",
                    "probability": 0.767578125
                },
                {
                    "start": 46.0,
                    "end": 46.3,
                    "word": " of",
                    "probability": 0.9111328125
                },
                {
                    "start": 46.3,
                    "end": 46.84,
                    "word": " in",
                    "probability": 0.6181640625
                },
                {
                    "start": 46.84,
                    "end": 47.24,
                    "word": ",",
                    "probability": 0.333984375
                },
                {
                    "start": 47.24,
                    "end": 47.5,
                    "word": " could",
                    "probability": 0.7646484375
                },
                {
                    "start": 47.5,
                    "end": 47.64,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 47.64,
                    "end": 47.74,
                    "word": " in",
                    "probability": 0.90380859375
                },
                {
                    "start": 47.74,
                    "end": 47.84,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 47.84,
                    "end": 48.0,
                    "word": " same",
                    "probability": 0.826171875
                },
                {
                    "start": 48.0,
                    "end": 48.32,
                    "word": " world",
                    "probability": 0.8701171875
                }
            ]
        },
        {
            "id": 10,
            "seek": 5394,
            "start": 48.32,
            "end": 53.94,
            "text": " as QR codes and RFID tags, but essentially we want to be able to tag an object with DNA,",
            "tokens": [
                51440,
                382,
                32784,
                14211,
                293,
                26204,
                2777,
                18632,
                11,
                457,
                4476,
                321,
                528,
                281,
                312,
                1075,
                281,
                6162,
                364,
                2657,
                365,
                8272,
                11,
                51726
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25957206079551765,
            "compression_ratio": 1.70703125,
            "no_speech_prob": 0.1519775390625,
            "words": [
                {
                    "start": 48.32,
                    "end": 48.62,
                    "word": " as",
                    "probability": 0.8994140625
                },
                {
                    "start": 48.62,
                    "end": 48.94,
                    "word": " QR",
                    "probability": 0.966796875
                },
                {
                    "start": 48.94,
                    "end": 49.42,
                    "word": " codes",
                    "probability": 0.81103515625
                },
                {
                    "start": 49.42,
                    "end": 49.72,
                    "word": " and",
                    "probability": 0.87841796875
                },
                {
                    "start": 49.72,
                    "end": 50.18,
                    "word": " RFID",
                    "probability": 0.969970703125
                },
                {
                    "start": 50.18,
                    "end": 50.6,
                    "word": " tags",
                    "probability": 0.50439453125
                },
                {
                    "start": 50.6,
                    "end": 50.92,
                    "word": ",",
                    "probability": 0.60693359375
                },
                {
                    "start": 50.92,
                    "end": 51.34,
                    "word": " but",
                    "probability": 0.896484375
                },
                {
                    "start": 51.34,
                    "end": 51.68,
                    "word": " essentially",
                    "probability": 0.64794921875
                },
                {
                    "start": 51.68,
                    "end": 51.9,
                    "word": " we",
                    "probability": 0.76708984375
                },
                {
                    "start": 51.9,
                    "end": 52.08,
                    "word": " want",
                    "probability": 0.81201171875
                },
                {
                    "start": 52.08,
                    "end": 52.18,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 52.18,
                    "end": 52.26,
                    "word": " be",
                    "probability": 0.9033203125
                },
                {
                    "start": 52.26,
                    "end": 52.38,
                    "word": " able",
                    "probability": 0.89111328125
                },
                {
                    "start": 52.38,
                    "end": 52.52,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 52.52,
                    "end": 52.74,
                    "word": " tag",
                    "probability": 0.8740234375
                },
                {
                    "start": 52.74,
                    "end": 52.88,
                    "word": " an",
                    "probability": 0.9033203125
                },
                {
                    "start": 52.88,
                    "end": 53.12,
                    "word": " object",
                    "probability": 0.88818359375
                },
                {
                    "start": 53.12,
                    "end": 53.34,
                    "word": " with",
                    "probability": 0.69384765625
                },
                {
                    "start": 53.34,
                    "end": 53.68,
                    "word": " DNA",
                    "probability": 0.9208984375
                },
                {
                    "start": 53.68,
                    "end": 53.94,
                    "word": ",",
                    "probability": 0.95849609375
                }
            ]
        },
        {
            "id": 11,
            "seek": 8262,
            "start": 53.94,
            "end": 57.38,
            "text": " ship it or store it somewhere, and then be able to read it back on the other side and",
            "tokens": [
                50364,
                5374,
                309,
                420,
                3531,
                309,
                4079,
                11,
                293,
                550,
                312,
                1075,
                281,
                1401,
                309,
                646,
                322,
                264,
                661,
                1252,
                293,
                50536
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2336805593084406,
            "compression_ratio": 1.7467532467532467,
            "no_speech_prob": 0.035675048828125,
            "words": [
                {
                    "start": 53.94,
                    "end": 54.04,
                    "word": " ship",
                    "probability": 0.0267791748046875
                },
                {
                    "start": 54.04,
                    "end": 54.2,
                    "word": " it",
                    "probability": 0.89697265625
                },
                {
                    "start": 54.2,
                    "end": 54.36,
                    "word": " or",
                    "probability": 0.8544921875
                },
                {
                    "start": 54.36,
                    "end": 54.58,
                    "word": " store",
                    "probability": 0.62744140625
                },
                {
                    "start": 54.58,
                    "end": 54.7,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 54.7,
                    "end": 54.98,
                    "word": " somewhere",
                    "probability": 0.75146484375
                },
                {
                    "start": 54.98,
                    "end": 55.18,
                    "word": ",",
                    "probability": 0.304443359375
                },
                {
                    "start": 55.18,
                    "end": 55.26,
                    "word": " and",
                    "probability": 0.890625
                },
                {
                    "start": 55.26,
                    "end": 55.38,
                    "word": " then",
                    "probability": 0.73046875
                },
                {
                    "start": 55.38,
                    "end": 55.48,
                    "word": " be",
                    "probability": 0.89501953125
                },
                {
                    "start": 55.48,
                    "end": 55.62,
                    "word": " able",
                    "probability": 0.88818359375
                },
                {
                    "start": 55.62,
                    "end": 55.78,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 55.78,
                    "end": 55.94,
                    "word": " read",
                    "probability": 0.9033203125
                },
                {
                    "start": 55.94,
                    "end": 56.06,
                    "word": " it",
                    "probability": 0.90380859375
                },
                {
                    "start": 56.06,
                    "end": 56.34,
                    "word": " back",
                    "probability": 0.82421875
                },
                {
                    "start": 56.34,
                    "end": 56.6,
                    "word": " on",
                    "probability": 0.89794921875
                },
                {
                    "start": 56.6,
                    "end": 56.72,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 56.72,
                    "end": 56.88,
                    "word": " other",
                    "probability": 0.78564453125
                },
                {
                    "start": 56.88,
                    "end": 57.18,
                    "word": " side",
                    "probability": 0.81787109375
                },
                {
                    "start": 57.18,
                    "end": 57.38,
                    "word": " and",
                    "probability": 0.77978515625
                }
            ]
        },
        {
            "id": 12,
            "seek": 8262,
            "start": 57.38,
            "end": 62.54,
            "text": " say, is this the same object? What's the information in the tag? Or is it completely wrong? And",
            "tokens": [
                50536,
                584,
                11,
                307,
                341,
                264,
                912,
                2657,
                30,
                708,
                311,
                264,
                1589,
                294,
                264,
                6162,
                30,
                1610,
                307,
                309,
                2584,
                2085,
                30,
                400,
                50798
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2336805593084406,
            "compression_ratio": 1.7467532467532467,
            "no_speech_prob": 0.035675048828125,
            "words": [
                {
                    "start": 57.38,
                    "end": 57.56,
                    "word": " say",
                    "probability": 0.89306640625
                },
                {
                    "start": 57.56,
                    "end": 57.68,
                    "word": ",",
                    "probability": 0.9052734375
                },
                {
                    "start": 57.68,
                    "end": 57.72,
                    "word": " is",
                    "probability": 0.477783203125
                },
                {
                    "start": 57.72,
                    "end": 57.86,
                    "word": " this",
                    "probability": 0.876953125
                },
                {
                    "start": 57.86,
                    "end": 57.98,
                    "word": " the",
                    "probability": 0.8037109375
                },
                {
                    "start": 57.98,
                    "end": 58.14,
                    "word": " same",
                    "probability": 0.80029296875
                },
                {
                    "start": 58.14,
                    "end": 58.54,
                    "word": " object",
                    "probability": 0.9072265625
                },
                {
                    "start": 58.54,
                    "end": 58.9,
                    "word": "?",
                    "probability": 0.85693359375
                },
                {
                    "start": 59.36,
                    "end": 59.72,
                    "word": " What's",
                    "probability": 0.885009765625
                },
                {
                    "start": 59.72,
                    "end": 59.8,
                    "word": " the",
                    "probability": 0.81787109375
                },
                {
                    "start": 59.8,
                    "end": 60.12,
                    "word": " information",
                    "probability": 0.72705078125
                },
                {
                    "start": 60.12,
                    "end": 60.3,
                    "word": " in",
                    "probability": 0.8662109375
                },
                {
                    "start": 60.3,
                    "end": 60.4,
                    "word": " the",
                    "probability": 0.81005859375
                },
                {
                    "start": 60.4,
                    "end": 60.68,
                    "word": " tag",
                    "probability": 0.900390625
                },
                {
                    "start": 60.68,
                    "end": 60.72,
                    "word": "?",
                    "probability": 0.30859375
                },
                {
                    "start": 60.72,
                    "end": 60.86,
                    "word": " Or",
                    "probability": 0.9013671875
                },
                {
                    "start": 60.86,
                    "end": 60.98,
                    "word": " is",
                    "probability": 0.89013671875
                },
                {
                    "start": 60.98,
                    "end": 61.06,
                    "word": " it",
                    "probability": 0.90380859375
                },
                {
                    "start": 61.06,
                    "end": 61.32,
                    "word": " completely",
                    "probability": 0.65185546875
                },
                {
                    "start": 61.32,
                    "end": 61.66,
                    "word": " wrong",
                    "probability": 0.7900390625
                },
                {
                    "start": 61.66,
                    "end": 62.02,
                    "word": "?",
                    "probability": 0.9755859375
                },
                {
                    "start": 62.36,
                    "end": 62.54,
                    "word": " And",
                    "probability": 0.8115234375
                }
            ]
        },
        {
            "id": 13,
            "seek": 8262,
            "start": 62.54,
            "end": 66.9,
            "text": " some applications of this include tracking and provenance. So you might have a high value",
            "tokens": [
                50798,
                512,
                5821,
                295,
                341,
                4090,
                11603,
                293,
                12785,
                719,
                13,
                407,
                291,
                1062,
                362,
                257,
                1090,
                2158,
                51012
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2336805593084406,
            "compression_ratio": 1.7467532467532467,
            "no_speech_prob": 0.035675048828125,
            "words": [
                {
                    "start": 62.54,
                    "end": 62.74,
                    "word": " some",
                    "probability": 0.81884765625
                },
                {
                    "start": 62.74,
                    "end": 63.18,
                    "word": " applications",
                    "probability": 0.7431640625
                },
                {
                    "start": 63.18,
                    "end": 63.44,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 63.44,
                    "end": 63.68,
                    "word": " this",
                    "probability": 0.87890625
                },
                {
                    "start": 63.68,
                    "end": 64.18,
                    "word": " include",
                    "probability": 0.76904296875
                },
                {
                    "start": 64.18,
                    "end": 65.0,
                    "word": " tracking",
                    "probability": 0.7119140625
                },
                {
                    "start": 65.0,
                    "end": 65.18,
                    "word": " and",
                    "probability": 0.7294921875
                },
                {
                    "start": 65.18,
                    "end": 65.64,
                    "word": " provenance",
                    "probability": 0.910400390625
                },
                {
                    "start": 65.64,
                    "end": 65.68,
                    "word": ".",
                    "probability": 0.62841796875
                },
                {
                    "start": 65.68,
                    "end": 65.78,
                    "word": " So",
                    "probability": 0.8828125
                },
                {
                    "start": 65.78,
                    "end": 65.88,
                    "word": " you",
                    "probability": 0.83349609375
                },
                {
                    "start": 65.88,
                    "end": 66.0,
                    "word": " might",
                    "probability": 0.80712890625
                },
                {
                    "start": 66.0,
                    "end": 66.18,
                    "word": " have",
                    "probability": 0.8798828125
                },
                {
                    "start": 66.3,
                    "end": 66.6,
                    "word": " a high",
                    "probability": 0.87158203125
                },
                {
                    "start": 66.6,
                    "end": 66.9,
                    "word": " value",
                    "probability": 0.658203125
                }
            ]
        },
        {
            "id": 14,
            "seek": 8262,
            "start": 66.9,
            "end": 70.58,
            "text": " item that you want to be able to make sure it's the same at the beginning and end of",
            "tokens": [
                51012,
                3174,
                300,
                291,
                528,
                281,
                312,
                1075,
                281,
                652,
                988,
                309,
                311,
                264,
                912,
                412,
                264,
                2863,
                293,
                917,
                295,
                51196
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2336805593084406,
            "compression_ratio": 1.7467532467532467,
            "no_speech_prob": 0.035675048828125,
            "words": [
                {
                    "start": 66.9,
                    "end": 67.26,
                    "word": " item",
                    "probability": 0.91015625
                },
                {
                    "start": 67.26,
                    "end": 67.96,
                    "word": " that",
                    "probability": 0.8662109375
                },
                {
                    "start": 67.96,
                    "end": 68.1,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 68.1,
                    "end": 68.34,
                    "word": " want",
                    "probability": 0.81640625
                },
                {
                    "start": 68.34,
                    "end": 68.48,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 68.48,
                    "end": 68.62,
                    "word": " be",
                    "probability": 0.896484375
                },
                {
                    "start": 68.62,
                    "end": 68.72,
                    "word": " able",
                    "probability": 0.8876953125
                },
                {
                    "start": 68.72,
                    "end": 68.86,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 68.86,
                    "end": 69.02,
                    "word": " make",
                    "probability": 0.86767578125
                },
                {
                    "start": 69.02,
                    "end": 69.16,
                    "word": " sure",
                    "probability": 0.79248046875
                },
                {
                    "start": 69.16,
                    "end": 69.28,
                    "word": " it's",
                    "probability": 0.7432861328125
                },
                {
                    "start": 69.28,
                    "end": 69.4,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 69.4,
                    "end": 69.54,
                    "word": " same",
                    "probability": 0.810546875
                },
                {
                    "start": 69.54,
                    "end": 69.64,
                    "word": " at",
                    "probability": 0.84814453125
                },
                {
                    "start": 69.64,
                    "end": 69.74,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 69.74,
                    "end": 70.04,
                    "word": " beginning",
                    "probability": 0.82568359375
                },
                {
                    "start": 70.04,
                    "end": 70.3,
                    "word": " and",
                    "probability": 0.86767578125
                },
                {
                    "start": 70.3,
                    "end": 70.48,
                    "word": " end",
                    "probability": 0.66162109375
                },
                {
                    "start": 70.48,
                    "end": 70.58,
                    "word": " of",
                    "probability": 0.90673828125
                }
            ]
        },
        {
            "id": 15,
            "seek": 8262,
            "start": 70.58,
            "end": 77.72,
            "text": " the transaction. Secret exchange and counterfeit detection. So maybe you've got a set of pills",
            "tokens": [
                51196,
                264,
                14425,
                13,
                7400,
                7742,
                293,
                5682,
                37434,
                17784,
                13,
                407,
                1310,
                291,
                600,
                658,
                257,
                992,
                295,
                23871,
                51554
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2336805593084406,
            "compression_ratio": 1.7467532467532467,
            "no_speech_prob": 0.035675048828125,
            "words": [
                {
                    "start": 70.58,
                    "end": 70.7,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 70.7,
                    "end": 71.2,
                    "word": " transaction",
                    "probability": 0.8017578125
                },
                {
                    "start": 71.2,
                    "end": 71.56,
                    "word": ".",
                    "probability": 0.495361328125
                },
                {
                    "start": 72.4,
                    "end": 72.76,
                    "word": " Secret",
                    "probability": 0.7099609375
                },
                {
                    "start": 72.76,
                    "end": 73.44,
                    "word": " exchange",
                    "probability": 0.76416015625
                },
                {
                    "start": 73.44,
                    "end": 73.9,
                    "word": " and",
                    "probability": 0.830078125
                },
                {
                    "start": 73.9,
                    "end": 74.34,
                    "word": " counterfeit",
                    "probability": 0.88134765625
                },
                {
                    "start": 74.34,
                    "end": 74.72,
                    "word": " detection",
                    "probability": 0.72119140625
                },
                {
                    "start": 74.72,
                    "end": 75.08,
                    "word": ".",
                    "probability": 0.97412109375
                },
                {
                    "start": 75.28,
                    "end": 75.46,
                    "word": " So",
                    "probability": 0.89404296875
                },
                {
                    "start": 75.46,
                    "end": 75.7,
                    "word": " maybe",
                    "probability": 0.86376953125
                },
                {
                    "start": 75.7,
                    "end": 75.9,
                    "word": " you've",
                    "probability": 0.924072265625
                },
                {
                    "start": 75.9,
                    "end": 76.12,
                    "word": " got",
                    "probability": 0.88916015625
                },
                {
                    "start": 76.44,
                    "end": 77.0,
                    "word": " a set",
                    "probability": 0.89404296875
                },
                {
                    "start": 77.0,
                    "end": 77.26,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 77.26,
                    "end": 77.72,
                    "word": " pills",
                    "probability": 0.7568359375
                }
            ]
        },
        {
            "id": 16,
            "seek": 8262,
            "start": 77.72,
            "end": 82.62,
            "text": " and you only want to be able to sample a few of them at a time. You could do that with",
            "tokens": [
                51554,
                293,
                291,
                787,
                528,
                281,
                312,
                1075,
                281,
                6889,
                257,
                1326,
                295,
                552,
                412,
                257,
                565,
                13,
                509,
                727,
                360,
                300,
                365,
                51796
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2336805593084406,
            "compression_ratio": 1.7467532467532467,
            "no_speech_prob": 0.035675048828125,
            "words": [
                {
                    "start": 77.72,
                    "end": 77.86,
                    "word": " and",
                    "probability": 0.6513671875
                },
                {
                    "start": 77.86,
                    "end": 77.96,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 77.96,
                    "end": 78.12,
                    "word": " only",
                    "probability": 0.8623046875
                },
                {
                    "start": 78.12,
                    "end": 78.32,
                    "word": " want",
                    "probability": 0.8017578125
                },
                {
                    "start": 78.32,
                    "end": 78.44,
                    "word": " to",
                    "probability": 0.89404296875
                },
                {
                    "start": 78.44,
                    "end": 78.56,
                    "word": " be",
                    "probability": 0.892578125
                },
                {
                    "start": 78.56,
                    "end": 78.7,
                    "word": " able",
                    "probability": 0.89111328125
                },
                {
                    "start": 78.7,
                    "end": 79.16,
                    "word": " to",
                    "probability": 0.90966796875
                },
                {
                    "start": 79.16,
                    "end": 79.82,
                    "word": " sample",
                    "probability": 0.78125
                },
                {
                    "start": 80.02,
                    "end": 80.18,
                    "word": " a few",
                    "probability": 0.81982421875
                },
                {
                    "start": 80.18,
                    "end": 80.36,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 80.36,
                    "end": 80.52,
                    "word": " them",
                    "probability": 0.73681640625
                },
                {
                    "start": 80.52,
                    "end": 80.72,
                    "word": " at",
                    "probability": 0.90478515625
                },
                {
                    "start": 80.82,
                    "end": 81.22,
                    "word": " a time",
                    "probability": 0.796875
                },
                {
                    "start": 81.22,
                    "end": 81.58,
                    "word": ".",
                    "probability": 0.76025390625
                },
                {
                    "start": 81.78,
                    "end": 82.06,
                    "word": " You",
                    "probability": 0.8896484375
                },
                {
                    "start": 82.06,
                    "end": 82.2,
                    "word": " could",
                    "probability": 0.814453125
                },
                {
                    "start": 82.2,
                    "end": 82.34,
                    "word": " do",
                    "probability": 0.90380859375
                },
                {
                    "start": 82.34,
                    "end": 82.48,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 82.48,
                    "end": 82.62,
                    "word": " with",
                    "probability": 0.81494140625
                }
            ]
        },
        {
            "id": 17,
            "seek": 11080,
            "start": 82.7,
            "end": 89.5,
            "text": " a system like this. And we ended up using the Nanopore MinION device to detect these",
            "tokens": [
                50364,
                257,
                1185,
                411,
                341,
                13,
                400,
                321,
                4590,
                493,
                1228,
                264,
                18852,
                404,
                418,
                2829,
                12841,
                4302,
                281,
                5531,
                613,
                50704
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24402173887128414,
            "compression_ratio": 1.5985915492957747,
            "no_speech_prob": 0.058349609375,
            "words": [
                {
                    "start": 82.7,
                    "end": 82.92,
                    "word": " a system",
                    "probability": 0.68017578125
                },
                {
                    "start": 82.92,
                    "end": 83.18,
                    "word": " like",
                    "probability": 0.87353515625
                },
                {
                    "start": 83.18,
                    "end": 83.5,
                    "word": " this",
                    "probability": 0.88427734375
                },
                {
                    "start": 83.5,
                    "end": 83.98,
                    "word": ".",
                    "probability": 0.90234375
                },
                {
                    "start": 85.68,
                    "end": 86.16,
                    "word": " And",
                    "probability": 0.75
                },
                {
                    "start": 86.16,
                    "end": 86.34,
                    "word": " we",
                    "probability": 0.8994140625
                },
                {
                    "start": 86.34,
                    "end": 86.54,
                    "word": " ended",
                    "probability": 0.748046875
                },
                {
                    "start": 86.54,
                    "end": 86.74,
                    "word": " up",
                    "probability": 0.90576171875
                },
                {
                    "start": 86.74,
                    "end": 87.02,
                    "word": " using",
                    "probability": 0.82373046875
                },
                {
                    "start": 87.02,
                    "end": 87.4,
                    "word": " the",
                    "probability": 0.80224609375
                },
                {
                    "start": 87.4,
                    "end": 87.94,
                    "word": " Nanopore",
                    "probability": 0.7757161458333334
                },
                {
                    "start": 87.94,
                    "end": 88.32,
                    "word": " MinION",
                    "probability": 0.756591796875
                },
                {
                    "start": 88.32,
                    "end": 88.72,
                    "word": " device",
                    "probability": 0.84765625
                },
                {
                    "start": 88.72,
                    "end": 88.96,
                    "word": " to",
                    "probability": 0.89892578125
                },
                {
                    "start": 88.96,
                    "end": 89.28,
                    "word": " detect",
                    "probability": 0.89306640625
                },
                {
                    "start": 89.28,
                    "end": 89.5,
                    "word": " these",
                    "probability": 0.70361328125
                }
            ]
        },
        {
            "id": 18,
            "seek": 11080,
            "start": 89.5,
            "end": 95.02,
            "text": " molecular tags. Some of our system requirements were that we wanted this to be DIY end-to-end",
            "tokens": [
                50704,
                19046,
                18632,
                13,
                2188,
                295,
                527,
                1185,
                7728,
                645,
                300,
                321,
                1415,
                341,
                281,
                312,
                22194,
                917,
                12,
                1353,
                12,
                521,
                50986
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24402173887128414,
            "compression_ratio": 1.5985915492957747,
            "no_speech_prob": 0.058349609375,
            "words": [
                {
                    "start": 89.5,
                    "end": 89.88,
                    "word": " molecular",
                    "probability": 0.67578125
                },
                {
                    "start": 89.88,
                    "end": 90.28,
                    "word": " tags",
                    "probability": 0.483642578125
                },
                {
                    "start": 90.28,
                    "end": 90.76,
                    "word": ".",
                    "probability": 0.9814453125
                },
                {
                    "start": 90.84,
                    "end": 91.32,
                    "word": " Some",
                    "probability": 0.86572265625
                },
                {
                    "start": 91.32,
                    "end": 91.56,
                    "word": " of",
                    "probability": 0.90087890625
                },
                {
                    "start": 91.56,
                    "end": 91.7,
                    "word": " our",
                    "probability": 0.81787109375
                },
                {
                    "start": 91.7,
                    "end": 92.0,
                    "word": " system",
                    "probability": 0.8818359375
                },
                {
                    "start": 92.0,
                    "end": 92.64,
                    "word": " requirements",
                    "probability": 0.87744140625
                },
                {
                    "start": 92.64,
                    "end": 92.96,
                    "word": " were",
                    "probability": 0.85986328125
                },
                {
                    "start": 92.96,
                    "end": 93.12,
                    "word": " that",
                    "probability": 0.85546875
                },
                {
                    "start": 93.12,
                    "end": 93.22,
                    "word": " we",
                    "probability": 0.89990234375
                },
                {
                    "start": 93.22,
                    "end": 93.42,
                    "word": " wanted",
                    "probability": 0.794921875
                },
                {
                    "start": 93.42,
                    "end": 93.62,
                    "word": " this",
                    "probability": 0.859375
                },
                {
                    "start": 93.62,
                    "end": 93.74,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 93.74,
                    "end": 93.86,
                    "word": " be",
                    "probability": 0.900390625
                },
                {
                    "start": 93.86,
                    "end": 94.32,
                    "word": " DIY",
                    "probability": 0.876953125
                },
                {
                    "start": 94.32,
                    "end": 94.74,
                    "word": " end",
                    "probability": 0.381103515625
                },
                {
                    "start": 94.74,
                    "end": 94.88,
                    "word": "-to",
                    "probability": 0.760498046875
                },
                {
                    "start": 94.88,
                    "end": 95.02,
                    "word": "-end",
                    "probability": 0.952392578125
                }
            ]
        },
        {
            "id": 19,
            "seek": 11080,
            "start": 95.02,
            "end": 101.04,
            "text": " by non-experts and not require a full biolab. I myself am a computer scientist and this",
            "tokens": [
                50986,
                538,
                2107,
                12,
                3121,
                610,
                1373,
                293,
                406,
                3651,
                257,
                1577,
                3228,
                401,
                455,
                13,
                286,
                2059,
                669,
                257,
                3820,
                12662,
                293,
                341,
                51284
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24402173887128414,
            "compression_ratio": 1.5985915492957747,
            "no_speech_prob": 0.058349609375,
            "words": [
                {
                    "start": 95.02,
                    "end": 95.18,
                    "word": " by",
                    "probability": 0.88818359375
                },
                {
                    "start": 95.18,
                    "end": 95.42,
                    "word": " non",
                    "probability": 0.8828125
                },
                {
                    "start": 95.42,
                    "end": 95.92,
                    "word": "-experts",
                    "probability": 0.8599853515625
                },
                {
                    "start": 95.92,
                    "end": 96.04,
                    "word": " and",
                    "probability": 0.78466796875
                },
                {
                    "start": 96.04,
                    "end": 96.18,
                    "word": " not",
                    "probability": 0.8984375
                },
                {
                    "start": 96.18,
                    "end": 96.64,
                    "word": " require",
                    "probability": 0.8232421875
                },
                {
                    "start": 97.26,
                    "end": 97.68,
                    "word": " a full",
                    "probability": 0.8203125
                },
                {
                    "start": 97.68,
                    "end": 98.64,
                    "word": " biolab",
                    "probability": 0.76513671875
                },
                {
                    "start": 98.64,
                    "end": 99.08,
                    "word": ".",
                    "probability": 0.931640625
                },
                {
                    "start": 99.08,
                    "end": 99.28,
                    "word": " I",
                    "probability": 0.98828125
                },
                {
                    "start": 99.28,
                    "end": 99.66,
                    "word": " myself",
                    "probability": 0.53857421875
                },
                {
                    "start": 99.66,
                    "end": 99.86,
                    "word": " am",
                    "probability": 0.7451171875
                },
                {
                    "start": 100.0,
                    "end": 100.24,
                    "word": " a computer",
                    "probability": 0.65673828125
                },
                {
                    "start": 100.24,
                    "end": 100.72,
                    "word": " scientist",
                    "probability": 0.7529296875
                },
                {
                    "start": 100.72,
                    "end": 100.92,
                    "word": " and",
                    "probability": 0.46484375
                },
                {
                    "start": 100.92,
                    "end": 101.04,
                    "word": " this",
                    "probability": 0.8857421875
                }
            ]
        },
        {
            "id": 20,
            "seek": 11080,
            "start": 101.04,
            "end": 106.16,
            "text": " is something that I can do with maybe a little bit of supervision, so it's not too challenging.",
            "tokens": [
                51284,
                307,
                746,
                300,
                286,
                393,
                360,
                365,
                1310,
                257,
                707,
                857,
                295,
                32675,
                11,
                370,
                309,
                311,
                406,
                886,
                7595,
                13,
                51570
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24402173887128414,
            "compression_ratio": 1.5985915492957747,
            "no_speech_prob": 0.058349609375,
            "words": [
                {
                    "start": 101.04,
                    "end": 101.14,
                    "word": " is",
                    "probability": 0.90771484375
                },
                {
                    "start": 101.14,
                    "end": 101.34,
                    "word": " something",
                    "probability": 0.74560546875
                },
                {
                    "start": 101.34,
                    "end": 101.62,
                    "word": " that",
                    "probability": 0.87841796875
                },
                {
                    "start": 101.62,
                    "end": 102.32,
                    "word": " I",
                    "probability": 0.9912109375
                },
                {
                    "start": 102.32,
                    "end": 102.5,
                    "word": " can",
                    "probability": 0.8974609375
                },
                {
                    "start": 102.5,
                    "end": 102.66,
                    "word": " do",
                    "probability": 0.86474609375
                },
                {
                    "start": 102.66,
                    "end": 102.88,
                    "word": " with",
                    "probability": 0.81396484375
                },
                {
                    "start": 102.88,
                    "end": 103.14,
                    "word": " maybe",
                    "probability": 0.84130859375
                },
                {
                    "start": 103.28,
                    "end": 103.4,
                    "word": " a little",
                    "probability": 0.796875
                },
                {
                    "start": 103.4,
                    "end": 103.56,
                    "word": " bit",
                    "probability": 0.892578125
                },
                {
                    "start": 103.56,
                    "end": 103.66,
                    "word": " of",
                    "probability": 0.90966796875
                },
                {
                    "start": 103.66,
                    "end": 104.02,
                    "word": " supervision",
                    "probability": 0.7236328125
                },
                {
                    "start": 104.02,
                    "end": 104.3,
                    "word": ",",
                    "probability": 0.38134765625
                },
                {
                    "start": 104.3,
                    "end": 104.42,
                    "word": " so",
                    "probability": 0.89794921875
                },
                {
                    "start": 104.42,
                    "end": 104.58,
                    "word": " it's",
                    "probability": 0.92041015625
                },
                {
                    "start": 104.58,
                    "end": 104.84,
                    "word": " not",
                    "probability": 0.8955078125
                },
                {
                    "start": 104.84,
                    "end": 105.26,
                    "word": " too",
                    "probability": 0.8017578125
                },
                {
                    "start": 105.26,
                    "end": 105.68,
                    "word": " challenging",
                    "probability": 0.76025390625
                },
                {
                    "start": 105.68,
                    "end": 106.16,
                    "word": ".",
                    "probability": 0.82763671875
                }
            ]
        },
        {
            "id": 21,
            "seek": 11080,
            "start": 106.42,
            "end": 110.8,
            "text": " And we wanted to be able to generate arbitrary tags on demand without having to do more DNA",
            "tokens": [
                51570,
                400,
                321,
                1415,
                281,
                312,
                1075,
                281,
                8460,
                23211,
                18632,
                322,
                4733,
                1553,
                1419,
                281,
                360,
                544,
                8272,
                51786
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24402173887128414,
            "compression_ratio": 1.5985915492957747,
            "no_speech_prob": 0.058349609375,
            "words": [
                {
                    "start": 106.42,
                    "end": 106.74,
                    "word": " And",
                    "probability": 0.87841796875
                },
                {
                    "start": 106.74,
                    "end": 106.86,
                    "word": " we",
                    "probability": 0.90478515625
                },
                {
                    "start": 106.86,
                    "end": 107.02,
                    "word": " wanted",
                    "probability": 0.78271484375
                },
                {
                    "start": 107.02,
                    "end": 107.18,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 107.18,
                    "end": 107.28,
                    "word": " be",
                    "probability": 0.908203125
                },
                {
                    "start": 107.28,
                    "end": 107.36,
                    "word": " able",
                    "probability": 0.89208984375
                },
                {
                    "start": 107.36,
                    "end": 107.5,
                    "word": " to",
                    "probability": 0.8984375
                },
                {
                    "start": 107.5,
                    "end": 107.84,
                    "word": " generate",
                    "probability": 0.82080078125
                },
                {
                    "start": 107.84,
                    "end": 108.38,
                    "word": " arbitrary",
                    "probability": 0.75634765625
                },
                {
                    "start": 108.38,
                    "end": 108.76,
                    "word": " tags",
                    "probability": 0.442626953125
                },
                {
                    "start": 108.76,
                    "end": 108.98,
                    "word": " on",
                    "probability": 0.9013671875
                },
                {
                    "start": 108.98,
                    "end": 109.24,
                    "word": " demand",
                    "probability": 0.61083984375
                },
                {
                    "start": 109.24,
                    "end": 109.44,
                    "word": " without",
                    "probability": 0.8154296875
                },
                {
                    "start": 109.44,
                    "end": 109.72,
                    "word": " having",
                    "probability": 0.80224609375
                },
                {
                    "start": 109.72,
                    "end": 109.9,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 109.9,
                    "end": 110.06,
                    "word": " do",
                    "probability": 0.904296875
                },
                {
                    "start": 110.06,
                    "end": 110.42,
                    "word": " more",
                    "probability": 0.896484375
                },
                {
                    "start": 110.42,
                    "end": 110.8,
                    "word": " DNA",
                    "probability": 0.9150390625
                }
            ]
        },
        {
            "id": 22,
            "seek": 13978,
            "start": 110.8,
            "end": 116.26,
            "text": " synthesis. This is one of the most expensive parts of encoding information when using DNA",
            "tokens": [
                50364,
                30252,
                13,
                639,
                307,
                472,
                295,
                264,
                881,
                5124,
                3166,
                295,
                43430,
                1589,
                562,
                1228,
                8272,
                50656
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19842232749300096,
            "compression_ratio": 1.6309963099630995,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 110.8,
                    "end": 111.18,
                    "word": " synthesis",
                    "probability": 0.1790771484375
                },
                {
                    "start": 111.18,
                    "end": 111.72,
                    "word": ".",
                    "probability": 0.921875
                },
                {
                    "start": 111.82,
                    "end": 111.98,
                    "word": " This",
                    "probability": 0.80908203125
                },
                {
                    "start": 111.98,
                    "end": 112.12,
                    "word": " is",
                    "probability": 0.90869140625
                },
                {
                    "start": 112.12,
                    "end": 112.26,
                    "word": " one",
                    "probability": 0.82421875
                },
                {
                    "start": 112.26,
                    "end": 112.32,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 112.32,
                    "end": 112.42,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 112.42,
                    "end": 112.64,
                    "word": " most",
                    "probability": 0.81103515625
                },
                {
                    "start": 112.64,
                    "end": 113.08,
                    "word": " expensive",
                    "probability": 0.90185546875
                },
                {
                    "start": 113.08,
                    "end": 113.62,
                    "word": " parts",
                    "probability": 0.7392578125
                },
                {
                    "start": 113.62,
                    "end": 114.18,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 114.18,
                    "end": 114.54,
                    "word": " encoding",
                    "probability": 0.89794921875
                },
                {
                    "start": 114.54,
                    "end": 115.12,
                    "word": " information",
                    "probability": 0.7265625
                },
                {
                    "start": 115.12,
                    "end": 115.64,
                    "word": " when",
                    "probability": 0.841796875
                },
                {
                    "start": 115.64,
                    "end": 115.94,
                    "word": " using",
                    "probability": 0.82373046875
                },
                {
                    "start": 115.94,
                    "end": 116.26,
                    "word": " DNA",
                    "probability": 0.88134765625
                }
            ]
        },
        {
            "id": 23,
            "seek": 13978,
            "start": 116.26,
            "end": 121.08,
            "text": " and so if we can do that ahead of time and just be able to copy it instead of having",
            "tokens": [
                50656,
                293,
                370,
                498,
                321,
                393,
                360,
                300,
                2286,
                295,
                565,
                293,
                445,
                312,
                1075,
                281,
                5055,
                309,
                2602,
                295,
                1419,
                50880
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19842232749300096,
            "compression_ratio": 1.6309963099630995,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 116.26,
                    "end": 116.64,
                    "word": " and",
                    "probability": 0.282958984375
                },
                {
                    "start": 116.64,
                    "end": 117.0,
                    "word": " so",
                    "probability": 0.8974609375
                },
                {
                    "start": 117.0,
                    "end": 117.6,
                    "word": " if",
                    "probability": 0.6650390625
                },
                {
                    "start": 117.6,
                    "end": 117.66,
                    "word": " we",
                    "probability": 0.90087890625
                },
                {
                    "start": 117.66,
                    "end": 117.82,
                    "word": " can",
                    "probability": 0.89892578125
                },
                {
                    "start": 117.82,
                    "end": 117.96,
                    "word": " do",
                    "probability": 0.91162109375
                },
                {
                    "start": 117.96,
                    "end": 118.14,
                    "word": " that",
                    "probability": 0.87841796875
                },
                {
                    "start": 118.14,
                    "end": 118.32,
                    "word": " ahead",
                    "probability": 0.80517578125
                },
                {
                    "start": 118.32,
                    "end": 118.44,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 118.44,
                    "end": 118.66,
                    "word": " time",
                    "probability": 0.80419921875
                },
                {
                    "start": 118.66,
                    "end": 118.78,
                    "word": " and",
                    "probability": 0.87109375
                },
                {
                    "start": 118.78,
                    "end": 118.92,
                    "word": " just",
                    "probability": 0.8857421875
                },
                {
                    "start": 118.92,
                    "end": 119.06,
                    "word": " be",
                    "probability": 0.9072265625
                },
                {
                    "start": 119.06,
                    "end": 119.18,
                    "word": " able",
                    "probability": 0.890625
                },
                {
                    "start": 119.18,
                    "end": 119.32,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 119.32,
                    "end": 119.58,
                    "word": " copy",
                    "probability": 0.798828125
                },
                {
                    "start": 119.58,
                    "end": 119.82,
                    "word": " it",
                    "probability": 0.90283203125
                },
                {
                    "start": 119.82,
                    "end": 120.06,
                    "word": " instead",
                    "probability": 0.73291015625
                },
                {
                    "start": 120.06,
                    "end": 120.46,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 120.46,
                    "end": 121.08,
                    "word": " having",
                    "probability": 0.72802734375
                }
            ]
        },
        {
            "id": 24,
            "seek": 13978,
            "start": 121.08,
            "end": 126.9,
            "text": " to generate new DNA for every piece of new information, that can save a lot of cost.",
            "tokens": [
                50880,
                281,
                8460,
                777,
                8272,
                337,
                633,
                2522,
                295,
                777,
                1589,
                11,
                300,
                393,
                3155,
                257,
                688,
                295,
                2063,
                13,
                51230
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19842232749300096,
            "compression_ratio": 1.6309963099630995,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 121.08,
                    "end": 121.3,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 121.3,
                    "end": 121.6,
                    "word": " generate",
                    "probability": 0.8291015625
                },
                {
                    "start": 121.6,
                    "end": 122.24,
                    "word": " new",
                    "probability": 0.826171875
                },
                {
                    "start": 122.24,
                    "end": 122.62,
                    "word": " DNA",
                    "probability": 0.90966796875
                },
                {
                    "start": 122.62,
                    "end": 122.96,
                    "word": " for",
                    "probability": 0.89892578125
                },
                {
                    "start": 122.96,
                    "end": 123.2,
                    "word": " every",
                    "probability": 0.75146484375
                },
                {
                    "start": 123.2,
                    "end": 123.44,
                    "word": " piece",
                    "probability": 0.80224609375
                },
                {
                    "start": 123.44,
                    "end": 123.56,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 123.56,
                    "end": 123.76,
                    "word": " new",
                    "probability": 0.81982421875
                },
                {
                    "start": 123.76,
                    "end": 124.2,
                    "word": " information",
                    "probability": 0.728515625
                },
                {
                    "start": 124.2,
                    "end": 124.58,
                    "word": ",",
                    "probability": 0.60693359375
                },
                {
                    "start": 124.58,
                    "end": 125.06,
                    "word": " that",
                    "probability": 0.88037109375
                },
                {
                    "start": 125.06,
                    "end": 125.22,
                    "word": " can",
                    "probability": 0.89990234375
                },
                {
                    "start": 125.22,
                    "end": 125.42,
                    "word": " save",
                    "probability": 0.87890625
                },
                {
                    "start": 125.54,
                    "end": 125.68,
                    "word": " a lot",
                    "probability": 0.89697265625
                },
                {
                    "start": 125.68,
                    "end": 125.96,
                    "word": " of",
                    "probability": 0.90966796875
                },
                {
                    "start": 125.96,
                    "end": 126.36,
                    "word": " cost",
                    "probability": 0.7861328125
                },
                {
                    "start": 126.36,
                    "end": 126.9,
                    "word": ".",
                    "probability": 0.9853515625
                }
            ]
        },
        {
            "id": 25,
            "seek": 13978,
            "start": 127.72,
            "end": 132.96,
            "text": " We wanted to be able to decode quickly and accurately and also use minimal special equipment.",
            "tokens": [
                51230,
                492,
                1415,
                281,
                312,
                1075,
                281,
                979,
                1429,
                2661,
                293,
                20095,
                293,
                611,
                764,
                13206,
                2121,
                5927,
                13,
                51474
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19842232749300096,
            "compression_ratio": 1.6309963099630995,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 127.72,
                    "end": 128.14,
                    "word": " We",
                    "probability": 0.8955078125
                },
                {
                    "start": 128.14,
                    "end": 128.34,
                    "word": " wanted",
                    "probability": 0.347412109375
                },
                {
                    "start": 128.34,
                    "end": 128.48,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 128.48,
                    "end": 128.58,
                    "word": " be",
                    "probability": 0.8984375
                },
                {
                    "start": 128.58,
                    "end": 128.68,
                    "word": " able",
                    "probability": 0.89111328125
                },
                {
                    "start": 128.68,
                    "end": 128.82,
                    "word": " to",
                    "probability": 0.90966796875
                },
                {
                    "start": 128.82,
                    "end": 129.16,
                    "word": " decode",
                    "probability": 0.957275390625
                },
                {
                    "start": 129.16,
                    "end": 129.52,
                    "word": " quickly",
                    "probability": 0.8759765625
                },
                {
                    "start": 129.52,
                    "end": 129.84,
                    "word": " and",
                    "probability": 0.89697265625
                },
                {
                    "start": 129.84,
                    "end": 130.28,
                    "word": " accurately",
                    "probability": 0.84130859375
                },
                {
                    "start": 130.28,
                    "end": 131.26,
                    "word": " and",
                    "probability": 0.6748046875
                },
                {
                    "start": 131.26,
                    "end": 131.54,
                    "word": " also",
                    "probability": 0.81787109375
                },
                {
                    "start": 131.54,
                    "end": 131.82,
                    "word": " use",
                    "probability": 0.8212890625
                },
                {
                    "start": 131.82,
                    "end": 132.08,
                    "word": " minimal",
                    "probability": 0.69287109375
                },
                {
                    "start": 132.08,
                    "end": 132.42,
                    "word": " special",
                    "probability": 0.89501953125
                },
                {
                    "start": 132.42,
                    "end": 132.78,
                    "word": " equipment",
                    "probability": 0.85888671875
                },
                {
                    "start": 132.78,
                    "end": 132.96,
                    "word": ".",
                    "probability": 0.5068359375
                }
            ]
        },
        {
            "id": 26,
            "seek": 13978,
            "start": 132.96,
            "end": 141.24,
            "text": " So the Nanopore really fits pretty well with this kind of application. One challenge for",
            "tokens": [
                51474,
                407,
                264,
                18852,
                404,
                418,
                534,
                9001,
                1238,
                731,
                365,
                341,
                733,
                295,
                3861,
                13,
                1485,
                3430,
                337,
                51810
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19842232749300096,
            "compression_ratio": 1.6309963099630995,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 132.96,
                    "end": 133.06,
                    "word": " So",
                    "probability": 0.86865234375
                },
                {
                    "start": 133.06,
                    "end": 133.3,
                    "word": " the",
                    "probability": 0.73974609375
                },
                {
                    "start": 133.3,
                    "end": 133.68,
                    "word": " Nanopore",
                    "probability": 0.857421875
                },
                {
                    "start": 133.68,
                    "end": 133.94,
                    "word": " really",
                    "probability": 0.771484375
                },
                {
                    "start": 133.94,
                    "end": 134.18,
                    "word": " fits",
                    "probability": 0.8857421875
                },
                {
                    "start": 134.18,
                    "end": 134.42,
                    "word": " pretty",
                    "probability": 0.8671875
                },
                {
                    "start": 134.42,
                    "end": 134.74,
                    "word": " well",
                    "probability": 0.86767578125
                },
                {
                    "start": 134.74,
                    "end": 135.0,
                    "word": " with",
                    "probability": 0.82177734375
                },
                {
                    "start": 135.0,
                    "end": 135.24,
                    "word": " this",
                    "probability": 0.880859375
                },
                {
                    "start": 135.24,
                    "end": 135.54,
                    "word": " kind",
                    "probability": 0.81201171875
                },
                {
                    "start": 135.54,
                    "end": 135.92,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 135.92,
                    "end": 136.74,
                    "word": " application",
                    "probability": 0.7890625
                },
                {
                    "start": 136.74,
                    "end": 137.28,
                    "word": ".",
                    "probability": 0.98486328125
                },
                {
                    "start": 139.82,
                    "end": 140.36,
                    "word": " One",
                    "probability": 0.90380859375
                },
                {
                    "start": 140.36,
                    "end": 140.94,
                    "word": " challenge",
                    "probability": 0.7890625
                },
                {
                    "start": 140.94,
                    "end": 141.24,
                    "word": " for",
                    "probability": 0.900390625
                }
            ]
        },
        {
            "id": 27,
            "seek": 16316,
            "start": 141.24,
            "end": 144.64,
            "text": " typical sequencers is that they're often inaccessible to pretty much everybody except",
            "tokens": [
                50364,
                7476,
                5123,
                268,
                8530,
                307,
                300,
                436,
                434,
                2049,
                33230,
                780,
                964,
                281,
                1238,
                709,
                2201,
                3993,
                50538
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23224431818181818,
            "compression_ratio": 1.5884476534296028,
            "no_speech_prob": 0.0002002716064453125,
            "words": [
                {
                    "start": 141.24,
                    "end": 141.66,
                    "word": " typical",
                    "probability": 0.2352294921875
                },
                {
                    "start": 141.66,
                    "end": 142.16,
                    "word": " sequencers",
                    "probability": 0.8614908854166666
                },
                {
                    "start": 142.16,
                    "end": 142.34,
                    "word": " is",
                    "probability": 0.84228515625
                },
                {
                    "start": 142.34,
                    "end": 142.48,
                    "word": " that",
                    "probability": 0.85791015625
                },
                {
                    "start": 142.48,
                    "end": 142.62,
                    "word": " they're",
                    "probability": 0.83740234375
                },
                {
                    "start": 142.62,
                    "end": 142.9,
                    "word": " often",
                    "probability": 0.74560546875
                },
                {
                    "start": 142.9,
                    "end": 143.46,
                    "word": " inaccessible",
                    "probability": 0.9690755208333334
                },
                {
                    "start": 143.46,
                    "end": 143.62,
                    "word": " to",
                    "probability": 0.908203125
                },
                {
                    "start": 143.62,
                    "end": 143.8,
                    "word": " pretty",
                    "probability": 0.8740234375
                },
                {
                    "start": 143.8,
                    "end": 143.96,
                    "word": " much",
                    "probability": 0.814453125
                },
                {
                    "start": 143.96,
                    "end": 144.36,
                    "word": " everybody",
                    "probability": 0.7509765625
                },
                {
                    "start": 144.36,
                    "end": 144.64,
                    "word": " except",
                    "probability": 0.689453125
                }
            ]
        },
        {
            "id": 28,
            "seek": 16316,
            "start": 144.64,
            "end": 149.82,
            "text": " for very, very well-funded labs. These cost anywhere from tens to hundreds of thousands",
            "tokens": [
                50538,
                337,
                588,
                11,
                588,
                731,
                12,
                43589,
                20339,
                13,
                1981,
                2063,
                4992,
                490,
                10688,
                281,
                6779,
                295,
                5383,
                50798
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23224431818181818,
            "compression_ratio": 1.5884476534296028,
            "no_speech_prob": 0.0002002716064453125,
            "words": [
                {
                    "start": 144.64,
                    "end": 144.9,
                    "word": " for",
                    "probability": 0.88671875
                },
                {
                    "start": 144.9,
                    "end": 145.32,
                    "word": " very",
                    "probability": 0.73046875
                },
                {
                    "start": 145.32,
                    "end": 145.46,
                    "word": ",",
                    "probability": 0.58935546875
                },
                {
                    "start": 145.46,
                    "end": 145.62,
                    "word": " very",
                    "probability": 0.7421875
                },
                {
                    "start": 145.62,
                    "end": 145.9,
                    "word": " well",
                    "probability": 0.87451171875
                },
                {
                    "start": 145.9,
                    "end": 146.14,
                    "word": "-funded",
                    "probability": 0.70263671875
                },
                {
                    "start": 146.14,
                    "end": 146.56,
                    "word": " labs",
                    "probability": 0.857421875
                },
                {
                    "start": 146.56,
                    "end": 146.9,
                    "word": ".",
                    "probability": 0.98486328125
                },
                {
                    "start": 147.0,
                    "end": 147.48,
                    "word": " These",
                    "probability": 0.88916015625
                },
                {
                    "start": 147.48,
                    "end": 147.92,
                    "word": " cost",
                    "probability": 0.72314453125
                },
                {
                    "start": 147.92,
                    "end": 148.16,
                    "word": " anywhere",
                    "probability": 0.76611328125
                },
                {
                    "start": 148.16,
                    "end": 148.48,
                    "word": " from",
                    "probability": 0.8232421875
                },
                {
                    "start": 148.48,
                    "end": 148.82,
                    "word": " tens",
                    "probability": 0.7587890625
                },
                {
                    "start": 148.82,
                    "end": 149.1,
                    "word": " to",
                    "probability": 0.8994140625
                },
                {
                    "start": 149.1,
                    "end": 149.38,
                    "word": " hundreds",
                    "probability": 0.802734375
                },
                {
                    "start": 149.38,
                    "end": 149.58,
                    "word": " of",
                    "probability": 0.89453125
                },
                {
                    "start": 149.58,
                    "end": 149.82,
                    "word": " thousands",
                    "probability": 0.82861328125
                }
            ]
        },
        {
            "id": 29,
            "seek": 16316,
            "start": 149.82,
            "end": 153.88,
            "text": " of dollars, which doesn't necessarily mean that they're bad, but it's just not very useful",
            "tokens": [
                50798,
                295,
                3808,
                11,
                597,
                1177,
                380,
                4725,
                914,
                300,
                436,
                434,
                1578,
                11,
                457,
                309,
                311,
                445,
                406,
                588,
                4420,
                50998
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23224431818181818,
            "compression_ratio": 1.5884476534296028,
            "no_speech_prob": 0.0002002716064453125,
            "words": [
                {
                    "start": 149.82,
                    "end": 150.08,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 150.08,
                    "end": 150.42,
                    "word": " dollars",
                    "probability": 0.92919921875
                },
                {
                    "start": 150.42,
                    "end": 150.64,
                    "word": ",",
                    "probability": 0.7880859375
                },
                {
                    "start": 150.64,
                    "end": 150.88,
                    "word": " which",
                    "probability": 0.91455078125
                },
                {
                    "start": 150.88,
                    "end": 151.12,
                    "word": " doesn't",
                    "probability": 0.9326171875
                },
                {
                    "start": 151.12,
                    "end": 151.5,
                    "word": " necessarily",
                    "probability": 0.7802734375
                },
                {
                    "start": 151.5,
                    "end": 151.82,
                    "word": " mean",
                    "probability": 0.9208984375
                },
                {
                    "start": 151.82,
                    "end": 151.96,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 151.96,
                    "end": 152.14,
                    "word": " they're",
                    "probability": 0.845703125
                },
                {
                    "start": 152.14,
                    "end": 152.48,
                    "word": " bad",
                    "probability": 0.8916015625
                },
                {
                    "start": 152.48,
                    "end": 152.56,
                    "word": ",",
                    "probability": 0.7734375
                },
                {
                    "start": 152.56,
                    "end": 152.72,
                    "word": " but",
                    "probability": 0.8994140625
                },
                {
                    "start": 152.72,
                    "end": 153.0,
                    "word": " it's",
                    "probability": 0.935302734375
                },
                {
                    "start": 153.0,
                    "end": 153.14,
                    "word": " just",
                    "probability": 0.88916015625
                },
                {
                    "start": 153.14,
                    "end": 153.38,
                    "word": " not",
                    "probability": 0.9013671875
                },
                {
                    "start": 153.38,
                    "end": 153.62,
                    "word": " very",
                    "probability": 0.73046875
                },
                {
                    "start": 153.62,
                    "end": 153.88,
                    "word": " useful",
                    "probability": 0.75732421875
                }
            ]
        },
        {
            "id": 30,
            "seek": 16316,
            "start": 153.88,
            "end": 159.06,
            "text": " for DIY. And they're pretty large, they sit on a big bench top. I'm sure many of you have",
            "tokens": [
                50998,
                337,
                22194,
                13,
                400,
                436,
                434,
                1238,
                2416,
                11,
                436,
                1394,
                322,
                257,
                955,
                10638,
                1192,
                13,
                286,
                478,
                988,
                867,
                295,
                291,
                362,
                51262
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23224431818181818,
            "compression_ratio": 1.5884476534296028,
            "no_speech_prob": 0.0002002716064453125,
            "words": [
                {
                    "start": 153.88,
                    "end": 154.1,
                    "word": " for",
                    "probability": 0.89208984375
                },
                {
                    "start": 154.1,
                    "end": 154.42,
                    "word": " DIY",
                    "probability": 0.8076171875
                },
                {
                    "start": 154.42,
                    "end": 154.9,
                    "word": ".",
                    "probability": 0.84033203125
                },
                {
                    "start": 155.16,
                    "end": 155.6,
                    "word": " And",
                    "probability": 0.8076171875
                },
                {
                    "start": 155.6,
                    "end": 155.78,
                    "word": " they're",
                    "probability": 0.84423828125
                },
                {
                    "start": 155.78,
                    "end": 156.02,
                    "word": " pretty",
                    "probability": 0.8779296875
                },
                {
                    "start": 156.02,
                    "end": 156.34,
                    "word": " large",
                    "probability": 0.91845703125
                },
                {
                    "start": 156.34,
                    "end": 156.4,
                    "word": ",",
                    "probability": 0.4365234375
                },
                {
                    "start": 156.4,
                    "end": 156.52,
                    "word": " they",
                    "probability": 0.7314453125
                },
                {
                    "start": 156.52,
                    "end": 156.66,
                    "word": " sit",
                    "probability": 0.89892578125
                },
                {
                    "start": 156.66,
                    "end": 156.76,
                    "word": " on",
                    "probability": 0.904296875
                },
                {
                    "start": 156.86,
                    "end": 157.04,
                    "word": " a big",
                    "probability": 0.912109375
                },
                {
                    "start": 157.04,
                    "end": 157.46,
                    "word": " bench",
                    "probability": 0.64990234375
                },
                {
                    "start": 157.46,
                    "end": 157.8,
                    "word": " top",
                    "probability": 0.78466796875
                },
                {
                    "start": 157.8,
                    "end": 158.0,
                    "word": ".",
                    "probability": 0.5302734375
                },
                {
                    "start": 158.0,
                    "end": 158.24,
                    "word": " I'm",
                    "probability": 0.998291015625
                },
                {
                    "start": 158.24,
                    "end": 158.34,
                    "word": " sure",
                    "probability": 0.822265625
                },
                {
                    "start": 158.34,
                    "end": 158.58,
                    "word": " many",
                    "probability": 0.802734375
                },
                {
                    "start": 158.58,
                    "end": 158.72,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 158.72,
                    "end": 158.8,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 158.8,
                    "end": 159.06,
                    "word": " have",
                    "probability": 0.8837890625
                }
            ]
        },
        {
            "id": 31,
            "seek": 16316,
            "start": 159.06,
            "end": 164.62,
            "text": " seen them before, but it's really hard to compare to this candy bar-sized device that",
            "tokens": [
                51262,
                1612,
                552,
                949,
                11,
                457,
                309,
                311,
                534,
                1152,
                281,
                6794,
                281,
                341,
                11237,
                2159,
                12,
                20614,
                4302,
                300,
                51532
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23224431818181818,
            "compression_ratio": 1.5884476534296028,
            "no_speech_prob": 0.0002002716064453125,
            "words": [
                {
                    "start": 159.06,
                    "end": 159.48,
                    "word": " seen",
                    "probability": 0.87939453125
                },
                {
                    "start": 159.48,
                    "end": 159.64,
                    "word": " them",
                    "probability": 0.7451171875
                },
                {
                    "start": 159.64,
                    "end": 159.98,
                    "word": " before",
                    "probability": 0.80029296875
                },
                {
                    "start": 159.98,
                    "end": 160.86,
                    "word": ",",
                    "probability": 0.52001953125
                },
                {
                    "start": 160.86,
                    "end": 161.3,
                    "word": " but",
                    "probability": 0.82568359375
                },
                {
                    "start": 161.3,
                    "end": 162.02,
                    "word": " it's",
                    "probability": 0.6485595703125
                },
                {
                    "start": 162.02,
                    "end": 162.16,
                    "word": " really",
                    "probability": 0.77978515625
                },
                {
                    "start": 162.16,
                    "end": 162.34,
                    "word": " hard",
                    "probability": 0.80810546875
                },
                {
                    "start": 162.34,
                    "end": 162.48,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 162.48,
                    "end": 162.82,
                    "word": " compare",
                    "probability": 0.8662109375
                },
                {
                    "start": 162.82,
                    "end": 163.0,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 163.0,
                    "end": 163.24,
                    "word": " this",
                    "probability": 0.88427734375
                },
                {
                    "start": 163.24,
                    "end": 163.5,
                    "word": " candy",
                    "probability": 0.73046875
                },
                {
                    "start": 163.5,
                    "end": 163.7,
                    "word": " bar",
                    "probability": 0.83935546875
                },
                {
                    "start": 163.7,
                    "end": 164.04,
                    "word": "-sized",
                    "probability": 0.5631103515625
                },
                {
                    "start": 164.04,
                    "end": 164.42,
                    "word": " device",
                    "probability": 0.89599609375
                },
                {
                    "start": 164.42,
                    "end": 164.62,
                    "word": " that",
                    "probability": 0.873046875
                }
            ]
        },
        {
            "id": 32,
            "seek": 19314,
            "start": 164.62,
            "end": 171.2,
            "text": " can just be plugged into your laptop. And here's a picture of it plugged into a laptop.",
            "tokens": [
                50364,
                393,
                445,
                312,
                25679,
                666,
                428,
                10732,
                13,
                400,
                510,
                311,
                257,
                3036,
                295,
                309,
                25679,
                666,
                257,
                10732,
                13,
                50710
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24455914446817978,
            "compression_ratio": 1.6867924528301887,
            "no_speech_prob": 0.303955078125,
            "words": [
                {
                    "start": 164.62,
                    "end": 164.72,
                    "word": " can",
                    "probability": 0.23876953125
                },
                {
                    "start": 164.72,
                    "end": 164.98,
                    "word": " just",
                    "probability": 0.84716796875
                },
                {
                    "start": 164.98,
                    "end": 165.22,
                    "word": " be",
                    "probability": 0.89990234375
                },
                {
                    "start": 165.22,
                    "end": 165.62,
                    "word": " plugged",
                    "probability": 0.72119140625
                },
                {
                    "start": 165.62,
                    "end": 165.84,
                    "word": " into",
                    "probability": 0.74169921875
                },
                {
                    "start": 165.84,
                    "end": 165.98,
                    "word": " your",
                    "probability": 0.80712890625
                },
                {
                    "start": 165.98,
                    "end": 166.28,
                    "word": " laptop",
                    "probability": 0.79150390625
                },
                {
                    "start": 166.28,
                    "end": 166.78,
                    "word": ".",
                    "probability": 0.9619140625
                },
                {
                    "start": 168.32,
                    "end": 168.82,
                    "word": " And",
                    "probability": 0.74072265625
                },
                {
                    "start": 168.82,
                    "end": 169.26,
                    "word": " here's",
                    "probability": 0.89111328125
                },
                {
                    "start": 169.36,
                    "end": 169.52,
                    "word": " a picture",
                    "probability": 0.7763671875
                },
                {
                    "start": 169.52,
                    "end": 169.68,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 169.68,
                    "end": 169.82,
                    "word": " it",
                    "probability": 0.90625
                },
                {
                    "start": 169.82,
                    "end": 170.1,
                    "word": " plugged",
                    "probability": 0.7333984375
                },
                {
                    "start": 170.1,
                    "end": 170.3,
                    "word": " into",
                    "probability": 0.75537109375
                },
                {
                    "start": 170.46,
                    "end": 170.7,
                    "word": " a laptop",
                    "probability": 0.78759765625
                },
                {
                    "start": 170.7,
                    "end": 171.2,
                    "word": ".",
                    "probability": 0.95654296875
                }
            ]
        },
        {
            "id": 33,
            "seek": 19314,
            "start": 171.3,
            "end": 176.14,
            "text": " All the things that you need to run this are very small, like pipettes, a small centrifuge,",
            "tokens": [
                50710,
                1057,
                264,
                721,
                300,
                291,
                643,
                281,
                1190,
                341,
                366,
                588,
                1359,
                11,
                411,
                8489,
                16049,
                11,
                257,
                1359,
                44828,
                7181,
                11,
                50944
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24455914446817978,
            "compression_ratio": 1.6867924528301887,
            "no_speech_prob": 0.303955078125,
            "words": [
                {
                    "start": 171.3,
                    "end": 171.56,
                    "word": " All",
                    "probability": 0.9013671875
                },
                {
                    "start": 171.56,
                    "end": 171.7,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 171.7,
                    "end": 171.88,
                    "word": " things",
                    "probability": 0.72998046875
                },
                {
                    "start": 171.88,
                    "end": 172.0,
                    "word": " that",
                    "probability": 0.87060546875
                },
                {
                    "start": 172.0,
                    "end": 172.08,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 172.08,
                    "end": 172.22,
                    "word": " need",
                    "probability": 0.810546875
                },
                {
                    "start": 172.22,
                    "end": 172.36,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 172.36,
                    "end": 172.54,
                    "word": " run",
                    "probability": 0.89794921875
                },
                {
                    "start": 172.54,
                    "end": 172.86,
                    "word": " this",
                    "probability": 0.8515625
                },
                {
                    "start": 172.86,
                    "end": 173.16,
                    "word": " are",
                    "probability": 0.87841796875
                },
                {
                    "start": 173.16,
                    "end": 173.4,
                    "word": " very",
                    "probability": 0.73388671875
                },
                {
                    "start": 173.4,
                    "end": 173.74,
                    "word": " small",
                    "probability": 0.8505859375
                },
                {
                    "start": 173.74,
                    "end": 173.84,
                    "word": ",",
                    "probability": 0.5419921875
                },
                {
                    "start": 173.84,
                    "end": 173.96,
                    "word": " like",
                    "probability": 0.88330078125
                },
                {
                    "start": 173.96,
                    "end": 174.48,
                    "word": " pipettes",
                    "probability": 0.828369140625
                },
                {
                    "start": 174.48,
                    "end": 175.1,
                    "word": ",",
                    "probability": 0.9169921875
                },
                {
                    "start": 175.24,
                    "end": 175.42,
                    "word": " a small",
                    "probability": 0.8310546875
                },
                {
                    "start": 175.42,
                    "end": 176.08,
                    "word": " centrifuge",
                    "probability": 0.8349609375
                },
                {
                    "start": 176.08,
                    "end": 176.14,
                    "word": ",",
                    "probability": 0.439697265625
                }
            ]
        },
        {
            "id": 34,
            "seek": 19314,
            "start": 176.14,
            "end": 182.3,
            "text": " so it doesn't require the whole lab. And just to briefly run over how this works, I took",
            "tokens": [
                50944,
                370,
                309,
                1177,
                380,
                3651,
                264,
                1379,
                2715,
                13,
                400,
                445,
                281,
                10515,
                1190,
                670,
                577,
                341,
                1985,
                11,
                286,
                1890,
                51246
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24455914446817978,
            "compression_ratio": 1.6867924528301887,
            "no_speech_prob": 0.303955078125,
            "words": [
                {
                    "start": 176.14,
                    "end": 176.34,
                    "word": " so",
                    "probability": 0.8935546875
                },
                {
                    "start": 176.34,
                    "end": 176.74,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 176.74,
                    "end": 176.92,
                    "word": " doesn't",
                    "probability": 0.93212890625
                },
                {
                    "start": 176.92,
                    "end": 177.2,
                    "word": " require",
                    "probability": 0.83642578125
                },
                {
                    "start": 177.2,
                    "end": 177.36,
                    "word": " the",
                    "probability": 0.81005859375
                },
                {
                    "start": 177.36,
                    "end": 177.6,
                    "word": " whole",
                    "probability": 0.79443359375
                },
                {
                    "start": 177.6,
                    "end": 178.24,
                    "word": " lab",
                    "probability": 0.908203125
                },
                {
                    "start": 178.24,
                    "end": 178.74,
                    "word": ".",
                    "probability": 0.94873046875
                },
                {
                    "start": 179.08,
                    "end": 179.24,
                    "word": " And",
                    "probability": 0.85205078125
                },
                {
                    "start": 179.24,
                    "end": 179.4,
                    "word": " just",
                    "probability": 0.8896484375
                },
                {
                    "start": 179.4,
                    "end": 179.62,
                    "word": " to",
                    "probability": 0.84375
                },
                {
                    "start": 179.62,
                    "end": 180.3,
                    "word": " briefly",
                    "probability": 0.8203125
                },
                {
                    "start": 180.3,
                    "end": 180.62,
                    "word": " run",
                    "probability": 0.89453125
                },
                {
                    "start": 180.62,
                    "end": 180.82,
                    "word": " over",
                    "probability": 0.88427734375
                },
                {
                    "start": 180.82,
                    "end": 181.2,
                    "word": " how",
                    "probability": 0.896484375
                },
                {
                    "start": 181.2,
                    "end": 181.56,
                    "word": " this",
                    "probability": 0.884765625
                },
                {
                    "start": 181.56,
                    "end": 181.94,
                    "word": " works",
                    "probability": 0.72705078125
                },
                {
                    "start": 181.94,
                    "end": 182.02,
                    "word": ",",
                    "probability": 0.7998046875
                },
                {
                    "start": 182.02,
                    "end": 182.14,
                    "word": " I",
                    "probability": 0.9990234375
                },
                {
                    "start": 182.14,
                    "end": 182.3,
                    "word": " took",
                    "probability": 0.876953125
                }
            ]
        },
        {
            "id": 35,
            "seek": 19314,
            "start": 182.3,
            "end": 189.7,
            "text": " this diagram from a Nature article. Basically, there is this thin membrane that is present",
            "tokens": [
                51246,
                341,
                10686,
                490,
                257,
                20159,
                7222,
                13,
                8537,
                11,
                456,
                307,
                341,
                5862,
                19651,
                300,
                307,
                1974,
                51624
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24455914446817978,
            "compression_ratio": 1.6867924528301887,
            "no_speech_prob": 0.303955078125,
            "words": [
                {
                    "start": 182.3,
                    "end": 182.58,
                    "word": " this",
                    "probability": 0.88671875
                },
                {
                    "start": 182.58,
                    "end": 182.98,
                    "word": " diagram",
                    "probability": 0.7646484375
                },
                {
                    "start": 182.98,
                    "end": 183.58,
                    "word": " from",
                    "probability": 0.82177734375
                },
                {
                    "start": 183.98,
                    "end": 184.6,
                    "word": " a Nature",
                    "probability": 0.50830078125
                },
                {
                    "start": 184.6,
                    "end": 185.0,
                    "word": " article",
                    "probability": 0.84765625
                },
                {
                    "start": 185.0,
                    "end": 185.5,
                    "word": ".",
                    "probability": 0.9755859375
                },
                {
                    "start": 185.72,
                    "end": 186.04,
                    "word": " Basically",
                    "probability": 0.90283203125
                },
                {
                    "start": 186.04,
                    "end": 186.18,
                    "word": ",",
                    "probability": 0.607421875
                },
                {
                    "start": 186.18,
                    "end": 186.3,
                    "word": " there",
                    "probability": 0.853515625
                },
                {
                    "start": 186.3,
                    "end": 186.6,
                    "word": " is",
                    "probability": 0.90625
                },
                {
                    "start": 186.6,
                    "end": 186.92,
                    "word": " this",
                    "probability": 0.8525390625
                },
                {
                    "start": 186.92,
                    "end": 187.62,
                    "word": " thin",
                    "probability": 0.77197265625
                },
                {
                    "start": 187.62,
                    "end": 188.06,
                    "word": " membrane",
                    "probability": 0.79541015625
                },
                {
                    "start": 188.06,
                    "end": 189.02,
                    "word": " that",
                    "probability": 0.8720703125
                },
                {
                    "start": 189.02,
                    "end": 189.3,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 189.3,
                    "end": 189.7,
                    "word": " present",
                    "probability": 0.7861328125
                }
            ]
        },
        {
            "id": 36,
            "seek": 19314,
            "start": 189.7,
            "end": 194.6,
            "text": " with little nanoscale pores, and there's an ionic current that is being run across this",
            "tokens": [
                51624,
                365,
                707,
                14067,
                10466,
                1220,
                30082,
                11,
                293,
                456,
                311,
                364,
                17437,
                299,
                2190,
                300,
                307,
                885,
                1190,
                2108,
                341,
                51861
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24455914446817978,
            "compression_ratio": 1.6867924528301887,
            "no_speech_prob": 0.303955078125,
            "words": [
                {
                    "start": 189.7,
                    "end": 190.08,
                    "word": " with",
                    "probability": 0.79931640625
                },
                {
                    "start": 190.08,
                    "end": 190.38,
                    "word": " little",
                    "probability": 0.78076171875
                },
                {
                    "start": 190.38,
                    "end": 191.24,
                    "word": " nanoscale",
                    "probability": 0.8743489583333334
                },
                {
                    "start": 191.24,
                    "end": 191.84,
                    "word": " pores",
                    "probability": 0.76904296875
                },
                {
                    "start": 191.84,
                    "end": 191.92,
                    "word": ",",
                    "probability": 0.494873046875
                },
                {
                    "start": 191.92,
                    "end": 192.1,
                    "word": " and",
                    "probability": 0.89599609375
                },
                {
                    "start": 192.1,
                    "end": 192.3,
                    "word": " there's",
                    "probability": 0.91015625
                },
                {
                    "start": 192.3,
                    "end": 192.44,
                    "word": " an",
                    "probability": 0.9189453125
                },
                {
                    "start": 192.44,
                    "end": 192.88,
                    "word": " ionic",
                    "probability": 0.92919921875
                },
                {
                    "start": 192.88,
                    "end": 193.2,
                    "word": " current",
                    "probability": 0.77099609375
                },
                {
                    "start": 193.2,
                    "end": 193.42,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 193.42,
                    "end": 193.54,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 193.54,
                    "end": 193.72,
                    "word": " being",
                    "probability": 0.87890625
                },
                {
                    "start": 193.72,
                    "end": 193.96,
                    "word": " run",
                    "probability": 0.88671875
                },
                {
                    "start": 193.96,
                    "end": 194.38,
                    "word": " across",
                    "probability": 0.72314453125
                },
                {
                    "start": 194.38,
                    "end": 194.6,
                    "word": " this",
                    "probability": 0.78515625
                }
            ]
        },
        {
            "id": 37,
            "seek": 21786,
            "start": 194.6,
            "end": 201.44,
            "text": " thing, and the current is being measured over time. And then the DNA is prepared such that",
            "tokens": [
                50366,
                551,
                11,
                293,
                264,
                2190,
                307,
                885,
                12690,
                670,
                565,
                13,
                400,
                550,
                264,
                8272,
                307,
                4927,
                1270,
                300,
                50708
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23539402060534642,
            "compression_ratio": 1.7285714285714286,
            "no_speech_prob": 0.000720977783203125,
            "words": [
                {
                    "start": 194.6,
                    "end": 194.92,
                    "word": " thing",
                    "probability": 0.5693359375
                },
                {
                    "start": 194.92,
                    "end": 195.34,
                    "word": ",",
                    "probability": 0.2259521484375
                },
                {
                    "start": 195.34,
                    "end": 196.12,
                    "word": " and",
                    "probability": 0.89306640625
                },
                {
                    "start": 196.12,
                    "end": 196.38,
                    "word": " the",
                    "probability": 0.81298828125
                },
                {
                    "start": 196.38,
                    "end": 196.8,
                    "word": " current",
                    "probability": 0.783203125
                },
                {
                    "start": 196.8,
                    "end": 196.98,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 196.98,
                    "end": 197.16,
                    "word": " being",
                    "probability": 0.880859375
                },
                {
                    "start": 197.16,
                    "end": 197.56,
                    "word": " measured",
                    "probability": 0.75634765625
                },
                {
                    "start": 197.56,
                    "end": 198.34,
                    "word": " over",
                    "probability": 0.87353515625
                },
                {
                    "start": 198.34,
                    "end": 198.7,
                    "word": " time",
                    "probability": 0.80615234375
                },
                {
                    "start": 198.7,
                    "end": 199.26,
                    "word": ".",
                    "probability": 0.78466796875
                },
                {
                    "start": 199.44,
                    "end": 199.8,
                    "word": " And",
                    "probability": 0.85498046875
                },
                {
                    "start": 199.8,
                    "end": 199.96,
                    "word": " then",
                    "probability": 0.72265625
                },
                {
                    "start": 199.96,
                    "end": 200.14,
                    "word": " the",
                    "probability": 0.7978515625
                },
                {
                    "start": 200.14,
                    "end": 200.36,
                    "word": " DNA",
                    "probability": 0.90087890625
                },
                {
                    "start": 200.36,
                    "end": 200.58,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 200.58,
                    "end": 200.96,
                    "word": " prepared",
                    "probability": 0.84375
                },
                {
                    "start": 200.96,
                    "end": 201.26,
                    "word": " such",
                    "probability": 0.7705078125
                },
                {
                    "start": 201.26,
                    "end": 201.44,
                    "word": " that",
                    "probability": 0.86279296875
                }
            ]
        },
        {
            "id": 38,
            "seek": 21786,
            "start": 201.44,
            "end": 207.8,
            "text": " there is an enzyme that will unwind the DNA for you, and it will flow through this pore.",
            "tokens": [
                50708,
                456,
                307,
                364,
                24521,
                300,
                486,
                517,
                12199,
                264,
                8272,
                337,
                291,
                11,
                293,
                309,
                486,
                3095,
                807,
                341,
                41459,
                13,
                51052
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23539402060534642,
            "compression_ratio": 1.7285714285714286,
            "no_speech_prob": 0.000720977783203125,
            "words": [
                {
                    "start": 201.44,
                    "end": 201.7,
                    "word": " there",
                    "probability": 0.85302734375
                },
                {
                    "start": 201.7,
                    "end": 201.92,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 201.92,
                    "end": 202.32,
                    "word": " an",
                    "probability": 0.34619140625
                },
                {
                    "start": 202.32,
                    "end": 203.26,
                    "word": " enzyme",
                    "probability": 0.83642578125
                },
                {
                    "start": 203.26,
                    "end": 203.46,
                    "word": " that",
                    "probability": 0.84033203125
                },
                {
                    "start": 203.46,
                    "end": 203.6,
                    "word": " will",
                    "probability": 0.744140625
                },
                {
                    "start": 203.6,
                    "end": 203.98,
                    "word": " unwind",
                    "probability": 0.8720703125
                },
                {
                    "start": 203.98,
                    "end": 204.16,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 204.16,
                    "end": 204.38,
                    "word": " DNA",
                    "probability": 0.91943359375
                },
                {
                    "start": 204.38,
                    "end": 205.0,
                    "word": " for",
                    "probability": 0.8974609375
                },
                {
                    "start": 205.0,
                    "end": 205.34,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 205.34,
                    "end": 205.58,
                    "word": ",",
                    "probability": 0.473876953125
                },
                {
                    "start": 205.58,
                    "end": 205.72,
                    "word": " and",
                    "probability": 0.89599609375
                },
                {
                    "start": 205.72,
                    "end": 205.86,
                    "word": " it",
                    "probability": 0.9013671875
                },
                {
                    "start": 205.86,
                    "end": 206.0,
                    "word": " will",
                    "probability": 0.8203125
                },
                {
                    "start": 206.0,
                    "end": 206.44,
                    "word": " flow",
                    "probability": 0.8154296875
                },
                {
                    "start": 206.44,
                    "end": 206.84,
                    "word": " through",
                    "probability": 0.79736328125
                },
                {
                    "start": 206.84,
                    "end": 207.12,
                    "word": " this",
                    "probability": 0.88134765625
                },
                {
                    "start": 207.12,
                    "end": 207.36,
                    "word": " pore",
                    "probability": 0.9072265625
                },
                {
                    "start": 207.36,
                    "end": 207.8,
                    "word": ".",
                    "probability": 0.97900390625
                }
            ]
        },
        {
            "id": 39,
            "seek": 21786,
            "start": 207.86,
            "end": 214.4,
            "text": " As the DNA gets unwound and is flying through, the current changes a little bit, and so you",
            "tokens": [
                51052,
                1018,
                264,
                8272,
                2170,
                14853,
                554,
                293,
                307,
                7137,
                807,
                11,
                264,
                2190,
                2962,
                257,
                707,
                857,
                11,
                293,
                370,
                291,
                51352
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23539402060534642,
            "compression_ratio": 1.7285714285714286,
            "no_speech_prob": 0.000720977783203125,
            "words": [
                {
                    "start": 207.86,
                    "end": 208.42,
                    "word": " As",
                    "probability": 0.8994140625
                },
                {
                    "start": 208.42,
                    "end": 208.72,
                    "word": " the",
                    "probability": 0.82080078125
                },
                {
                    "start": 208.72,
                    "end": 209.04,
                    "word": " DNA",
                    "probability": 0.92041015625
                },
                {
                    "start": 209.04,
                    "end": 209.42,
                    "word": " gets",
                    "probability": 0.7958984375
                },
                {
                    "start": 209.42,
                    "end": 210.06,
                    "word": " unwound",
                    "probability": 0.912841796875
                },
                {
                    "start": 210.06,
                    "end": 210.24,
                    "word": " and",
                    "probability": 0.80029296875
                },
                {
                    "start": 210.24,
                    "end": 210.92,
                    "word": " is",
                    "probability": 0.68994140625
                },
                {
                    "start": 210.92,
                    "end": 211.2,
                    "word": " flying",
                    "probability": 0.80615234375
                },
                {
                    "start": 211.2,
                    "end": 211.6,
                    "word": " through",
                    "probability": 0.79541015625
                },
                {
                    "start": 211.6,
                    "end": 211.8,
                    "word": ",",
                    "probability": 0.8896484375
                },
                {
                    "start": 211.8,
                    "end": 212.06,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 212.06,
                    "end": 212.32,
                    "word": " current",
                    "probability": 0.7841796875
                },
                {
                    "start": 212.32,
                    "end": 212.74,
                    "word": " changes",
                    "probability": 0.79345703125
                },
                {
                    "start": 212.88,
                    "end": 212.96,
                    "word": " a little",
                    "probability": 0.810546875
                },
                {
                    "start": 212.96,
                    "end": 213.24,
                    "word": " bit",
                    "probability": 0.89453125
                },
                {
                    "start": 213.24,
                    "end": 213.54,
                    "word": ",",
                    "probability": 0.3994140625
                },
                {
                    "start": 213.54,
                    "end": 214.1,
                    "word": " and",
                    "probability": 0.86181640625
                },
                {
                    "start": 214.1,
                    "end": 214.3,
                    "word": " so",
                    "probability": 0.89501953125
                },
                {
                    "start": 214.3,
                    "end": 214.4,
                    "word": " you",
                    "probability": 0.876953125
                }
            ]
        },
        {
            "id": 40,
            "seek": 21786,
            "start": 214.4,
            "end": 219.32,
            "text": " can go back and tell what DNA was in the pore based on what the current looks like. There's",
            "tokens": [
                51352,
                393,
                352,
                646,
                293,
                980,
                437,
                8272,
                390,
                294,
                264,
                41459,
                2361,
                322,
                437,
                264,
                2190,
                1542,
                411,
                13,
                821,
                311,
                51598
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23539402060534642,
            "compression_ratio": 1.7285714285714286,
            "no_speech_prob": 0.000720977783203125,
            "words": [
                {
                    "start": 214.4,
                    "end": 214.54,
                    "word": " can",
                    "probability": 0.90185546875
                },
                {
                    "start": 214.54,
                    "end": 214.68,
                    "word": " go",
                    "probability": 0.9013671875
                },
                {
                    "start": 214.68,
                    "end": 214.88,
                    "word": " back",
                    "probability": 0.8134765625
                },
                {
                    "start": 214.88,
                    "end": 215.06,
                    "word": " and",
                    "probability": 0.89306640625
                },
                {
                    "start": 215.06,
                    "end": 215.4,
                    "word": " tell",
                    "probability": 0.822265625
                },
                {
                    "start": 215.4,
                    "end": 215.7,
                    "word": " what",
                    "probability": 0.8828125
                },
                {
                    "start": 215.7,
                    "end": 215.98,
                    "word": " DNA",
                    "probability": 0.908203125
                },
                {
                    "start": 215.98,
                    "end": 216.24,
                    "word": " was",
                    "probability": 0.896484375
                },
                {
                    "start": 216.24,
                    "end": 216.42,
                    "word": " in",
                    "probability": 0.9072265625
                },
                {
                    "start": 216.42,
                    "end": 216.58,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 216.58,
                    "end": 216.78,
                    "word": " pore",
                    "probability": 0.82470703125
                },
                {
                    "start": 216.78,
                    "end": 217.12,
                    "word": " based",
                    "probability": 0.7392578125
                },
                {
                    "start": 217.12,
                    "end": 217.28,
                    "word": " on",
                    "probability": 0.904296875
                },
                {
                    "start": 217.28,
                    "end": 217.44,
                    "word": " what",
                    "probability": 0.88525390625
                },
                {
                    "start": 217.44,
                    "end": 217.6,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 217.6,
                    "end": 217.82,
                    "word": " current",
                    "probability": 0.7734375
                },
                {
                    "start": 217.82,
                    "end": 218.14,
                    "word": " looks",
                    "probability": 0.791015625
                },
                {
                    "start": 218.14,
                    "end": 218.46,
                    "word": " like",
                    "probability": 0.87744140625
                },
                {
                    "start": 218.46,
                    "end": 218.9,
                    "word": ".",
                    "probability": 0.9970703125
                },
                {
                    "start": 218.9,
                    "end": 219.32,
                    "word": " There's",
                    "probability": 0.89794921875
                }
            ]
        },
        {
            "id": 41,
            "seek": 24422,
            "start": 219.32,
            "end": 227.32,
            "text": " this little diagram in this corner here that shows basically different ionic current traces",
            "tokens": [
                50364,
                341,
                707,
                10686,
                294,
                341,
                4538,
                510,
                300,
                3110,
                1936,
                819,
                17437,
                299,
                2190,
                26076,
                50770
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24691133998161138,
            "compression_ratio": 1.6075949367088607,
            "no_speech_prob": 0.0390625,
            "words": [
                {
                    "start": 219.32,
                    "end": 219.38,
                    "word": " this",
                    "probability": 0.08563232421875
                },
                {
                    "start": 219.38,
                    "end": 219.68,
                    "word": " little",
                    "probability": 0.7587890625
                },
                {
                    "start": 219.68,
                    "end": 220.48,
                    "word": " diagram",
                    "probability": 0.71630859375
                },
                {
                    "start": 220.48,
                    "end": 220.7,
                    "word": " in",
                    "probability": 0.86376953125
                },
                {
                    "start": 220.7,
                    "end": 220.9,
                    "word": " this",
                    "probability": 0.88427734375
                },
                {
                    "start": 220.9,
                    "end": 221.2,
                    "word": " corner",
                    "probability": 0.83642578125
                },
                {
                    "start": 221.2,
                    "end": 221.62,
                    "word": " here",
                    "probability": 0.81005859375
                },
                {
                    "start": 221.62,
                    "end": 222.04,
                    "word": " that",
                    "probability": 0.849609375
                },
                {
                    "start": 222.04,
                    "end": 222.5,
                    "word": " shows",
                    "probability": 0.81005859375
                },
                {
                    "start": 222.5,
                    "end": 223.34,
                    "word": " basically",
                    "probability": 0.80029296875
                },
                {
                    "start": 223.34,
                    "end": 225.36,
                    "word": " different",
                    "probability": 0.63427734375
                },
                {
                    "start": 225.36,
                    "end": 226.72,
                    "word": " ionic",
                    "probability": 0.903076171875
                },
                {
                    "start": 226.72,
                    "end": 226.96,
                    "word": " current",
                    "probability": 0.7216796875
                },
                {
                    "start": 226.96,
                    "end": 227.32,
                    "word": " traces",
                    "probability": 0.8515625
                }
            ]
        },
        {
            "id": 42,
            "seek": 24422,
            "start": 227.32,
            "end": 232.28,
            "text": " for each base. Now typically these will all be concatenated together, and we'll go back up to",
            "tokens": [
                50770,
                337,
                1184,
                3096,
                13,
                823,
                5850,
                613,
                486,
                439,
                312,
                1588,
                7186,
                770,
                1214,
                11,
                293,
                321,
                603,
                352,
                646,
                493,
                281,
                51012
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24691133998161138,
            "compression_ratio": 1.6075949367088607,
            "no_speech_prob": 0.0390625,
            "words": [
                {
                    "start": 227.32,
                    "end": 227.62,
                    "word": " for",
                    "probability": 0.89892578125
                },
                {
                    "start": 227.62,
                    "end": 227.82,
                    "word": " each",
                    "probability": 0.857421875
                },
                {
                    "start": 227.82,
                    "end": 228.18,
                    "word": " base",
                    "probability": 0.8095703125
                },
                {
                    "start": 228.18,
                    "end": 228.78,
                    "word": ".",
                    "probability": 0.97119140625
                },
                {
                    "start": 228.8,
                    "end": 229.02,
                    "word": " Now",
                    "probability": 0.8505859375
                },
                {
                    "start": 229.02,
                    "end": 229.34,
                    "word": " typically",
                    "probability": 0.54248046875
                },
                {
                    "start": 229.34,
                    "end": 229.6,
                    "word": " these",
                    "probability": 0.5263671875
                },
                {
                    "start": 229.6,
                    "end": 229.74,
                    "word": " will",
                    "probability": 0.806640625
                },
                {
                    "start": 229.74,
                    "end": 229.92,
                    "word": " all",
                    "probability": 0.89208984375
                },
                {
                    "start": 229.92,
                    "end": 230.08,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 230.08,
                    "end": 230.7,
                    "word": " concatenated",
                    "probability": 0.9534505208333334
                },
                {
                    "start": 230.7,
                    "end": 231.16,
                    "word": " together",
                    "probability": 0.7802734375
                },
                {
                    "start": 231.16,
                    "end": 231.16,
                    "word": ",",
                    "probability": 0.1427001953125
                },
                {
                    "start": 231.16,
                    "end": 231.44,
                    "word": " and",
                    "probability": 0.89453125
                },
                {
                    "start": 231.44,
                    "end": 231.64,
                    "word": " we'll",
                    "probability": 0.8330078125
                },
                {
                    "start": 231.64,
                    "end": 231.78,
                    "word": " go",
                    "probability": 0.8876953125
                },
                {
                    "start": 231.78,
                    "end": 232.0,
                    "word": " back",
                    "probability": 0.81494140625
                },
                {
                    "start": 232.0,
                    "end": 232.14,
                    "word": " up",
                    "probability": 0.8994140625
                },
                {
                    "start": 232.14,
                    "end": 232.28,
                    "word": " to",
                    "probability": 0.90576171875
                }
            ]
        },
        {
            "id": 43,
            "seek": 24422,
            "start": 232.28,
            "end": 238.52,
            "text": " this open channel state, but it's really just a time series of ionic current measurements instead",
            "tokens": [
                51012,
                341,
                1269,
                2269,
                1785,
                11,
                457,
                309,
                311,
                534,
                445,
                257,
                565,
                2638,
                295,
                17437,
                299,
                2190,
                15383,
                2602,
                51328
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24691133998161138,
            "compression_ratio": 1.6075949367088607,
            "no_speech_prob": 0.0390625,
            "words": [
                {
                    "start": 232.28,
                    "end": 232.5,
                    "word": " this",
                    "probability": 0.8798828125
                },
                {
                    "start": 232.5,
                    "end": 232.92,
                    "word": " open",
                    "probability": 0.81787109375
                },
                {
                    "start": 232.92,
                    "end": 233.6,
                    "word": " channel",
                    "probability": 0.7294921875
                },
                {
                    "start": 233.6,
                    "end": 234.12,
                    "word": " state",
                    "probability": 0.8701171875
                },
                {
                    "start": 234.12,
                    "end": 234.76,
                    "word": ",",
                    "probability": 0.50244140625
                },
                {
                    "start": 234.76,
                    "end": 235.02,
                    "word": " but",
                    "probability": 0.8935546875
                },
                {
                    "start": 235.02,
                    "end": 235.2,
                    "word": " it's",
                    "probability": 0.948974609375
                },
                {
                    "start": 235.2,
                    "end": 235.38,
                    "word": " really",
                    "probability": 0.77978515625
                },
                {
                    "start": 235.38,
                    "end": 235.56,
                    "word": " just",
                    "probability": 0.888671875
                },
                {
                    "start": 235.72,
                    "end": 235.94,
                    "word": " a time",
                    "probability": 0.83203125
                },
                {
                    "start": 235.94,
                    "end": 236.3,
                    "word": " series",
                    "probability": 0.8154296875
                },
                {
                    "start": 236.3,
                    "end": 236.82,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 236.82,
                    "end": 237.4,
                    "word": " ionic",
                    "probability": 0.91259765625
                },
                {
                    "start": 237.4,
                    "end": 237.62,
                    "word": " current",
                    "probability": 0.77490234375
                },
                {
                    "start": 237.62,
                    "end": 238.1,
                    "word": " measurements",
                    "probability": 0.8466796875
                },
                {
                    "start": 238.1,
                    "end": 238.52,
                    "word": " instead",
                    "probability": 0.62255859375
                }
            ]
        },
        {
            "id": 44,
            "seek": 24422,
            "start": 238.52,
            "end": 247.72,
            "text": " of actually directly reading the bases. So when we are creating a molecular tag within porcupine,",
            "tokens": [
                51328,
                295,
                767,
                3838,
                3760,
                264,
                17949,
                13,
                407,
                562,
                321,
                366,
                4084,
                257,
                19046,
                6162,
                1951,
                1515,
                16794,
                533,
                11,
                51676
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24691133998161138,
            "compression_ratio": 1.6075949367088607,
            "no_speech_prob": 0.0390625,
            "words": [
                {
                    "start": 238.52,
                    "end": 238.76,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 238.76,
                    "end": 239.08,
                    "word": " actually",
                    "probability": 0.78076171875
                },
                {
                    "start": 239.08,
                    "end": 239.58,
                    "word": " directly",
                    "probability": 0.75048828125
                },
                {
                    "start": 239.58,
                    "end": 240.06,
                    "word": " reading",
                    "probability": 0.7548828125
                },
                {
                    "start": 240.06,
                    "end": 240.24,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 240.24,
                    "end": 240.5,
                    "word": " bases",
                    "probability": 0.7685546875
                },
                {
                    "start": 240.5,
                    "end": 241.1,
                    "word": ".",
                    "probability": 0.9931640625
                },
                {
                    "start": 244.06,
                    "end": 244.66,
                    "word": " So",
                    "probability": 0.8916015625
                },
                {
                    "start": 244.66,
                    "end": 244.9,
                    "word": " when",
                    "probability": 0.80517578125
                },
                {
                    "start": 244.9,
                    "end": 245.06,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 245.06,
                    "end": 245.22,
                    "word": " are",
                    "probability": 0.8994140625
                },
                {
                    "start": 245.22,
                    "end": 245.56,
                    "word": " creating",
                    "probability": 0.80078125
                },
                {
                    "start": 245.8,
                    "end": 246.42,
                    "word": " a molecular",
                    "probability": 0.72900390625
                },
                {
                    "start": 246.42,
                    "end": 246.76,
                    "word": " tag",
                    "probability": 0.892578125
                },
                {
                    "start": 246.76,
                    "end": 247.04,
                    "word": " within",
                    "probability": 0.755859375
                },
                {
                    "start": 247.04,
                    "end": 247.66,
                    "word": " porcupine",
                    "probability": 0.798828125
                },
                {
                    "start": 247.66,
                    "end": 247.72,
                    "word": ",",
                    "probability": 0.82568359375
                }
            ]
        },
        {
            "id": 45,
            "seek": 26890,
            "start": 247.72,
            "end": 254.18,
            "text": " what we start out with is just like any other digital tag, any RFID tag or QR code or anything,",
            "tokens": [
                50364,
                437,
                321,
                722,
                484,
                365,
                307,
                445,
                411,
                604,
                661,
                4562,
                6162,
                11,
                604,
                26204,
                2777,
                6162,
                420,
                32784,
                3089,
                420,
                1340,
                11,
                50680
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2234700578264892,
            "compression_ratio": 1.5991735537190082,
            "no_speech_prob": 0.00019109249114990234,
            "words": [
                {
                    "start": 247.72,
                    "end": 247.94,
                    "word": " what",
                    "probability": 0.1346435546875
                },
                {
                    "start": 247.94,
                    "end": 248.1,
                    "word": " we",
                    "probability": 0.89990234375
                },
                {
                    "start": 248.1,
                    "end": 248.5,
                    "word": " start",
                    "probability": 0.8740234375
                },
                {
                    "start": 248.5,
                    "end": 248.68,
                    "word": " out",
                    "probability": 0.82080078125
                },
                {
                    "start": 248.68,
                    "end": 248.88,
                    "word": " with",
                    "probability": 0.81396484375
                },
                {
                    "start": 248.88,
                    "end": 249.16,
                    "word": " is",
                    "probability": 0.89306640625
                },
                {
                    "start": 249.16,
                    "end": 249.8,
                    "word": " just",
                    "probability": 0.74072265625
                },
                {
                    "start": 249.8,
                    "end": 249.98,
                    "word": " like",
                    "probability": 0.87158203125
                },
                {
                    "start": 249.98,
                    "end": 250.22,
                    "word": " any",
                    "probability": 0.8154296875
                },
                {
                    "start": 250.22,
                    "end": 250.52,
                    "word": " other",
                    "probability": 0.7783203125
                },
                {
                    "start": 250.52,
                    "end": 251.06,
                    "word": " digital",
                    "probability": 0.85546875
                },
                {
                    "start": 251.06,
                    "end": 251.62,
                    "word": " tag",
                    "probability": 0.90576171875
                },
                {
                    "start": 251.62,
                    "end": 252.06,
                    "word": ",",
                    "probability": 0.625
                },
                {
                    "start": 252.06,
                    "end": 252.32,
                    "word": " any",
                    "probability": 0.8134765625
                },
                {
                    "start": 252.32,
                    "end": 252.74,
                    "word": " RFID",
                    "probability": 0.962890625
                },
                {
                    "start": 252.74,
                    "end": 253.08,
                    "word": " tag",
                    "probability": 0.9072265625
                },
                {
                    "start": 253.08,
                    "end": 253.2,
                    "word": " or",
                    "probability": 0.72509765625
                },
                {
                    "start": 253.2,
                    "end": 253.44,
                    "word": " QR",
                    "probability": 0.95166015625
                },
                {
                    "start": 253.44,
                    "end": 253.66,
                    "word": " code",
                    "probability": 0.72802734375
                },
                {
                    "start": 253.66,
                    "end": 253.76,
                    "word": " or",
                    "probability": 0.6806640625
                },
                {
                    "start": 253.76,
                    "end": 253.98,
                    "word": " anything",
                    "probability": 0.8388671875
                },
                {
                    "start": 253.98,
                    "end": 254.18,
                    "word": ",",
                    "probability": 0.405029296875
                }
            ]
        },
        {
            "id": 46,
            "seek": 26890,
            "start": 254.18,
            "end": 259.18,
            "text": " it's basically just digital information, a bunch of bits and ones and zeros. And each different",
            "tokens": [
                50680,
                309,
                311,
                1936,
                445,
                4562,
                1589,
                11,
                257,
                3840,
                295,
                9239,
                293,
                2306,
                293,
                35193,
                13,
                400,
                1184,
                819,
                50936
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2234700578264892,
            "compression_ratio": 1.5991735537190082,
            "no_speech_prob": 0.00019109249114990234,
            "words": [
                {
                    "start": 254.18,
                    "end": 254.26,
                    "word": " it's",
                    "probability": 0.754150390625
                },
                {
                    "start": 254.26,
                    "end": 254.54,
                    "word": " basically",
                    "probability": 0.89013671875
                },
                {
                    "start": 254.54,
                    "end": 254.94,
                    "word": " just",
                    "probability": 0.8984375
                },
                {
                    "start": 254.94,
                    "end": 255.44,
                    "word": " digital",
                    "probability": 0.74609375
                },
                {
                    "start": 255.44,
                    "end": 255.88,
                    "word": " information",
                    "probability": 0.73388671875
                },
                {
                    "start": 255.88,
                    "end": 256.0,
                    "word": ",",
                    "probability": 0.66455078125
                },
                {
                    "start": 256.08,
                    "end": 256.2,
                    "word": " a bunch",
                    "probability": 0.80908203125
                },
                {
                    "start": 256.2,
                    "end": 256.38,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 256.38,
                    "end": 256.64,
                    "word": " bits",
                    "probability": 0.849609375
                },
                {
                    "start": 256.64,
                    "end": 256.8,
                    "word": " and",
                    "probability": 0.84375
                },
                {
                    "start": 256.8,
                    "end": 256.98,
                    "word": " ones",
                    "probability": 0.77685546875
                },
                {
                    "start": 256.98,
                    "end": 257.16,
                    "word": " and",
                    "probability": 0.8994140625
                },
                {
                    "start": 257.16,
                    "end": 257.42,
                    "word": " zeros",
                    "probability": 0.66064453125
                },
                {
                    "start": 257.42,
                    "end": 257.9,
                    "word": ".",
                    "probability": 0.73486328125
                },
                {
                    "start": 258.3,
                    "end": 258.56,
                    "word": " And",
                    "probability": 0.83056640625
                },
                {
                    "start": 258.56,
                    "end": 258.84,
                    "word": " each",
                    "probability": 0.85400390625
                },
                {
                    "start": 258.84,
                    "end": 259.18,
                    "word": " different",
                    "probability": 0.69921875
                }
            ]
        },
        {
            "id": 47,
            "seek": 26890,
            "start": 259.18,
            "end": 265.18,
            "text": " bit is assigned a different type of DNA. So what will happen is you've got physically a little",
            "tokens": [
                50936,
                857,
                307,
                13279,
                257,
                819,
                2010,
                295,
                8272,
                13,
                407,
                437,
                486,
                1051,
                307,
                291,
                600,
                658,
                9762,
                257,
                707,
                51252
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2234700578264892,
            "compression_ratio": 1.5991735537190082,
            "no_speech_prob": 0.00019109249114990234,
            "words": [
                {
                    "start": 259.18,
                    "end": 259.44,
                    "word": " bit",
                    "probability": 0.875
                },
                {
                    "start": 259.44,
                    "end": 259.66,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 259.66,
                    "end": 259.96,
                    "word": " assigned",
                    "probability": 0.80615234375
                },
                {
                    "start": 260.12,
                    "end": 260.36,
                    "word": " a different",
                    "probability": 0.68310546875
                },
                {
                    "start": 260.36,
                    "end": 260.84,
                    "word": " type",
                    "probability": 0.919921875
                },
                {
                    "start": 260.84,
                    "end": 261.32,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 261.32,
                    "end": 261.6,
                    "word": " DNA",
                    "probability": 0.9228515625
                },
                {
                    "start": 261.6,
                    "end": 261.94,
                    "word": ".",
                    "probability": 0.79296875
                },
                {
                    "start": 261.94,
                    "end": 262.06,
                    "word": " So",
                    "probability": 0.89111328125
                },
                {
                    "start": 262.06,
                    "end": 262.24,
                    "word": " what",
                    "probability": 0.748046875
                },
                {
                    "start": 262.24,
                    "end": 262.42,
                    "word": " will",
                    "probability": 0.81005859375
                },
                {
                    "start": 262.42,
                    "end": 262.64,
                    "word": " happen",
                    "probability": 0.783203125
                },
                {
                    "start": 262.64,
                    "end": 262.82,
                    "word": " is",
                    "probability": 0.89794921875
                },
                {
                    "start": 262.82,
                    "end": 262.96,
                    "word": " you've",
                    "probability": 0.8955078125
                },
                {
                    "start": 262.96,
                    "end": 263.14,
                    "word": " got",
                    "probability": 0.90966796875
                },
                {
                    "start": 263.14,
                    "end": 263.56,
                    "word": " physically",
                    "probability": 0.8798828125
                },
                {
                    "start": 264.82,
                    "end": 265.18,
                    "word": " a little",
                    "probability": 0.78662109375
                }
            ]
        },
        {
            "id": 48,
            "seek": 26890,
            "start": 265.18,
            "end": 272.4,
            "text": " vial of this particular set of molecular bits that we call them. So when you have a bit that is one,",
            "tokens": [
                51252,
                371,
                831,
                295,
                341,
                1729,
                992,
                295,
                19046,
                9239,
                300,
                321,
                818,
                552,
                13,
                407,
                562,
                291,
                362,
                257,
                857,
                300,
                307,
                472,
                11,
                51592
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2234700578264892,
            "compression_ratio": 1.5991735537190082,
            "no_speech_prob": 0.00019109249114990234,
            "words": [
                {
                    "start": 265.18,
                    "end": 265.86,
                    "word": " vial",
                    "probability": 0.894287109375
                },
                {
                    "start": 265.86,
                    "end": 266.08,
                    "word": " of",
                    "probability": 0.89697265625
                },
                {
                    "start": 266.08,
                    "end": 266.32,
                    "word": " this",
                    "probability": 0.87451171875
                },
                {
                    "start": 266.32,
                    "end": 266.88,
                    "word": " particular",
                    "probability": 0.8115234375
                },
                {
                    "start": 266.88,
                    "end": 267.48,
                    "word": " set",
                    "probability": 0.88671875
                },
                {
                    "start": 267.48,
                    "end": 267.96,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 267.96,
                    "end": 268.7,
                    "word": " molecular",
                    "probability": 0.66162109375
                },
                {
                    "start": 268.7,
                    "end": 269.18,
                    "word": " bits",
                    "probability": 0.77880859375
                },
                {
                    "start": 269.18,
                    "end": 269.34,
                    "word": " that",
                    "probability": 0.8134765625
                },
                {
                    "start": 269.34,
                    "end": 269.44,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 269.44,
                    "end": 269.64,
                    "word": " call",
                    "probability": 0.8193359375
                },
                {
                    "start": 269.64,
                    "end": 269.86,
                    "word": " them",
                    "probability": 0.740234375
                },
                {
                    "start": 269.86,
                    "end": 270.34,
                    "word": ".",
                    "probability": 0.9404296875
                },
                {
                    "start": 270.46,
                    "end": 270.72,
                    "word": " So",
                    "probability": 0.8935546875
                },
                {
                    "start": 270.72,
                    "end": 271.08,
                    "word": " when",
                    "probability": 0.837890625
                },
                {
                    "start": 271.08,
                    "end": 271.28,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 271.28,
                    "end": 271.42,
                    "word": " have",
                    "probability": 0.876953125
                },
                {
                    "start": 271.56,
                    "end": 271.68,
                    "word": " a bit",
                    "probability": 0.8837890625
                },
                {
                    "start": 271.68,
                    "end": 271.84,
                    "word": " that",
                    "probability": 0.86328125
                },
                {
                    "start": 271.84,
                    "end": 272.0,
                    "word": " is",
                    "probability": 0.87744140625
                },
                {
                    "start": 272.0,
                    "end": 272.28,
                    "word": " one",
                    "probability": 0.71630859375
                },
                {
                    "start": 272.28,
                    "end": 272.4,
                    "word": ",",
                    "probability": 0.8447265625
                }
            ]
        },
        {
            "id": 49,
            "seek": 29164,
            "start": 272.4,
            "end": 277.78,
            "text": " you'll pipette that bit into the molecular tag mixture, and if it's zero, you completely leave",
            "tokens": [
                50364,
                291,
                603,
                8489,
                3007,
                300,
                857,
                666,
                264,
                19046,
                6162,
                9925,
                11,
                293,
                498,
                309,
                311,
                4018,
                11,
                291,
                2584,
                1856,
                50632
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21222527865525131,
            "compression_ratio": 1.6127659574468085,
            "no_speech_prob": 0.00047278404235839844,
            "words": [
                {
                    "start": 272.4,
                    "end": 272.6,
                    "word": " you'll",
                    "probability": 0.3037109375
                },
                {
                    "start": 272.6,
                    "end": 273.0,
                    "word": " pipette",
                    "probability": 0.838134765625
                },
                {
                    "start": 273.0,
                    "end": 273.34,
                    "word": " that",
                    "probability": 0.87255859375
                },
                {
                    "start": 273.34,
                    "end": 273.66,
                    "word": " bit",
                    "probability": 0.87646484375
                },
                {
                    "start": 273.66,
                    "end": 274.64,
                    "word": " into",
                    "probability": 0.73974609375
                },
                {
                    "start": 274.64,
                    "end": 275.12,
                    "word": " the",
                    "probability": 0.70654296875
                },
                {
                    "start": 275.12,
                    "end": 275.36,
                    "word": " molecular",
                    "probability": 0.64501953125
                },
                {
                    "start": 275.36,
                    "end": 275.66,
                    "word": " tag",
                    "probability": 0.81494140625
                },
                {
                    "start": 275.66,
                    "end": 276.0,
                    "word": " mixture",
                    "probability": 0.73046875
                },
                {
                    "start": 276.0,
                    "end": 276.18,
                    "word": ",",
                    "probability": 0.316162109375
                },
                {
                    "start": 276.18,
                    "end": 276.26,
                    "word": " and",
                    "probability": 0.89404296875
                },
                {
                    "start": 276.26,
                    "end": 276.42,
                    "word": " if",
                    "probability": 0.90380859375
                },
                {
                    "start": 276.42,
                    "end": 276.62,
                    "word": " it's",
                    "probability": 0.953369140625
                },
                {
                    "start": 276.62,
                    "end": 276.9,
                    "word": " zero",
                    "probability": 0.78564453125
                },
                {
                    "start": 276.9,
                    "end": 277.02,
                    "word": ",",
                    "probability": 0.8623046875
                },
                {
                    "start": 277.02,
                    "end": 277.14,
                    "word": " you",
                    "probability": 0.8623046875
                },
                {
                    "start": 277.14,
                    "end": 277.48,
                    "word": " completely",
                    "probability": 0.62939453125
                },
                {
                    "start": 277.48,
                    "end": 277.78,
                    "word": " leave",
                    "probability": 0.91259765625
                }
            ]
        },
        {
            "id": 50,
            "seek": 29164,
            "start": 277.78,
            "end": 282.4,
            "text": " it out. So we're really encoding information via presence or absence of these different types of",
            "tokens": [
                50632,
                309,
                484,
                13,
                407,
                321,
                434,
                534,
                43430,
                1589,
                5766,
                6814,
                420,
                17145,
                295,
                613,
                819,
                3467,
                295,
                50860
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21222527865525131,
            "compression_ratio": 1.6127659574468085,
            "no_speech_prob": 0.00047278404235839844,
            "words": [
                {
                    "start": 277.78,
                    "end": 277.88,
                    "word": " it",
                    "probability": 0.9033203125
                },
                {
                    "start": 277.88,
                    "end": 278.08,
                    "word": " out",
                    "probability": 0.822265625
                },
                {
                    "start": 278.08,
                    "end": 278.52,
                    "word": ".",
                    "probability": 0.9697265625
                },
                {
                    "start": 278.52,
                    "end": 278.68,
                    "word": " So",
                    "probability": 0.861328125
                },
                {
                    "start": 278.68,
                    "end": 278.8,
                    "word": " we're",
                    "probability": 0.884033203125
                },
                {
                    "start": 278.8,
                    "end": 279.1,
                    "word": " really",
                    "probability": 0.78857421875
                },
                {
                    "start": 279.1,
                    "end": 279.62,
                    "word": " encoding",
                    "probability": 0.89794921875
                },
                {
                    "start": 279.62,
                    "end": 280.16,
                    "word": " information",
                    "probability": 0.75244140625
                },
                {
                    "start": 280.16,
                    "end": 280.36,
                    "word": " via",
                    "probability": 0.7919921875
                },
                {
                    "start": 280.36,
                    "end": 280.7,
                    "word": " presence",
                    "probability": 0.916015625
                },
                {
                    "start": 280.7,
                    "end": 280.86,
                    "word": " or",
                    "probability": 0.90673828125
                },
                {
                    "start": 280.86,
                    "end": 281.14,
                    "word": " absence",
                    "probability": 0.91259765625
                },
                {
                    "start": 281.14,
                    "end": 281.42,
                    "word": " of",
                    "probability": 0.88232421875
                },
                {
                    "start": 281.42,
                    "end": 281.58,
                    "word": " these",
                    "probability": 0.697265625
                },
                {
                    "start": 281.58,
                    "end": 281.84,
                    "word": " different",
                    "probability": 0.69775390625
                },
                {
                    "start": 281.84,
                    "end": 282.22,
                    "word": " types",
                    "probability": 0.74072265625
                },
                {
                    "start": 282.22,
                    "end": 282.4,
                    "word": " of",
                    "probability": 0.90966796875
                }
            ]
        },
        {
            "id": 51,
            "seek": 29164,
            "start": 282.4,
            "end": 289.4,
            "text": " DNA. Then we will apply this tag mixture to an object when dehydrated, ship it or store it",
            "tokens": [
                50860,
                8272,
                13,
                1396,
                321,
                486,
                3079,
                341,
                6162,
                9925,
                281,
                364,
                2657,
                562,
                32102,
                5468,
                11,
                5374,
                309,
                420,
                3531,
                309,
                51212
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21222527865525131,
            "compression_ratio": 1.6127659574468085,
            "no_speech_prob": 0.00047278404235839844,
            "words": [
                {
                    "start": 282.4,
                    "end": 282.62,
                    "word": " DNA",
                    "probability": 0.9296875
                },
                {
                    "start": 282.62,
                    "end": 283.18,
                    "word": ".",
                    "probability": 0.9912109375
                },
                {
                    "start": 284.04,
                    "end": 284.6,
                    "word": " Then",
                    "probability": 0.8125
                },
                {
                    "start": 284.6,
                    "end": 284.76,
                    "word": " we",
                    "probability": 0.865234375
                },
                {
                    "start": 284.76,
                    "end": 284.98,
                    "word": " will",
                    "probability": 0.80322265625
                },
                {
                    "start": 284.98,
                    "end": 285.26,
                    "word": " apply",
                    "probability": 0.873046875
                },
                {
                    "start": 285.26,
                    "end": 285.56,
                    "word": " this",
                    "probability": 0.88427734375
                },
                {
                    "start": 285.56,
                    "end": 285.86,
                    "word": " tag",
                    "probability": 0.84765625
                },
                {
                    "start": 285.86,
                    "end": 286.14,
                    "word": " mixture",
                    "probability": 0.64794921875
                },
                {
                    "start": 286.14,
                    "end": 286.36,
                    "word": " to",
                    "probability": 0.91162109375
                },
                {
                    "start": 286.36,
                    "end": 286.5,
                    "word": " an",
                    "probability": 0.90087890625
                },
                {
                    "start": 286.5,
                    "end": 286.78,
                    "word": " object",
                    "probability": 0.904296875
                },
                {
                    "start": 286.78,
                    "end": 287.0,
                    "word": " when",
                    "probability": 0.85400390625
                },
                {
                    "start": 287.0,
                    "end": 287.68,
                    "word": " dehydrated",
                    "probability": 0.903564453125
                },
                {
                    "start": 287.68,
                    "end": 288.56,
                    "word": ",",
                    "probability": 0.94775390625
                },
                {
                    "start": 288.56,
                    "end": 288.8,
                    "word": " ship",
                    "probability": 0.8994140625
                },
                {
                    "start": 288.8,
                    "end": 288.92,
                    "word": " it",
                    "probability": 0.90478515625
                },
                {
                    "start": 288.92,
                    "end": 289.06,
                    "word": " or",
                    "probability": 0.8623046875
                },
                {
                    "start": 289.06,
                    "end": 289.26,
                    "word": " store",
                    "probability": 0.8056640625
                },
                {
                    "start": 289.26,
                    "end": 289.4,
                    "word": " it",
                    "probability": 0.90234375
                }
            ]
        },
        {
            "id": 52,
            "seek": 29164,
            "start": 289.4,
            "end": 295.14,
            "text": " somewhere, and then rehydrate the molecular tag using a buffer solution. We'll then load it into",
            "tokens": [
                51212,
                4079,
                11,
                293,
                550,
                319,
                21591,
                4404,
                264,
                19046,
                6162,
                1228,
                257,
                21762,
                3827,
                13,
                492,
                603,
                550,
                3677,
                309,
                666,
                51500
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21222527865525131,
            "compression_ratio": 1.6127659574468085,
            "no_speech_prob": 0.00047278404235839844,
            "words": [
                {
                    "start": 289.4,
                    "end": 289.68,
                    "word": " somewhere",
                    "probability": 0.759765625
                },
                {
                    "start": 289.68,
                    "end": 289.96,
                    "word": ",",
                    "probability": 0.89111328125
                },
                {
                    "start": 289.96,
                    "end": 290.22,
                    "word": " and",
                    "probability": 0.892578125
                },
                {
                    "start": 290.22,
                    "end": 290.4,
                    "word": " then",
                    "probability": 0.75048828125
                },
                {
                    "start": 290.4,
                    "end": 290.9,
                    "word": " rehydrate",
                    "probability": 0.91357421875
                },
                {
                    "start": 290.9,
                    "end": 291.04,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 291.04,
                    "end": 291.32,
                    "word": " molecular",
                    "probability": 0.66796875
                },
                {
                    "start": 291.32,
                    "end": 291.82,
                    "word": " tag",
                    "probability": 0.9169921875
                },
                {
                    "start": 291.82,
                    "end": 292.52,
                    "word": " using",
                    "probability": 0.7783203125
                },
                {
                    "start": 292.84,
                    "end": 293.08,
                    "word": " a buffer",
                    "probability": 0.78515625
                },
                {
                    "start": 293.08,
                    "end": 293.58,
                    "word": " solution",
                    "probability": 0.84912109375
                },
                {
                    "start": 293.58,
                    "end": 294.08,
                    "word": ".",
                    "probability": 0.97705078125
                },
                {
                    "start": 294.08,
                    "end": 294.28,
                    "word": " We'll",
                    "probability": 0.8994140625
                },
                {
                    "start": 294.28,
                    "end": 294.52,
                    "word": " then",
                    "probability": 0.73095703125
                },
                {
                    "start": 294.52,
                    "end": 294.86,
                    "word": " load",
                    "probability": 0.919921875
                },
                {
                    "start": 294.86,
                    "end": 294.98,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 294.98,
                    "end": 295.14,
                    "word": " into",
                    "probability": 0.7392578125
                }
            ]
        },
        {
            "id": 53,
            "seek": 31794,
            "start": 295.14,
            "end": 302.58,
            "text": " MinION and read it out using some software that we created. When we are actually creating",
            "tokens": [
                50364,
                2829,
                12841,
                293,
                1401,
                309,
                484,
                1228,
                512,
                4722,
                300,
                321,
                2942,
                13,
                1133,
                321,
                366,
                767,
                4084,
                50732
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051991150442478,
            "compression_ratio": 1.7985074626865671,
            "no_speech_prob": 0.013427734375,
            "words": [
                {
                    "start": 295.14,
                    "end": 295.6,
                    "word": " MinION",
                    "probability": 0.3429107666015625
                },
                {
                    "start": 295.6,
                    "end": 296.34,
                    "word": " and",
                    "probability": 0.8115234375
                },
                {
                    "start": 296.34,
                    "end": 296.58,
                    "word": " read",
                    "probability": 0.8662109375
                },
                {
                    "start": 296.58,
                    "end": 296.7,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 296.7,
                    "end": 296.9,
                    "word": " out",
                    "probability": 0.81689453125
                },
                {
                    "start": 296.9,
                    "end": 297.34,
                    "word": " using",
                    "probability": 0.81640625
                },
                {
                    "start": 297.34,
                    "end": 297.7,
                    "word": " some",
                    "probability": 0.80810546875
                },
                {
                    "start": 297.7,
                    "end": 298.18,
                    "word": " software",
                    "probability": 0.53662109375
                },
                {
                    "start": 298.18,
                    "end": 298.4,
                    "word": " that",
                    "probability": 0.87353515625
                },
                {
                    "start": 298.4,
                    "end": 298.54,
                    "word": " we",
                    "probability": 0.90576171875
                },
                {
                    "start": 298.54,
                    "end": 299.02,
                    "word": " created",
                    "probability": 0.56494140625
                },
                {
                    "start": 299.02,
                    "end": 299.46,
                    "word": ".",
                    "probability": 0.939453125
                },
                {
                    "start": 301.06,
                    "end": 301.5,
                    "word": " When",
                    "probability": 0.7978515625
                },
                {
                    "start": 301.5,
                    "end": 301.68,
                    "word": " we",
                    "probability": 0.90625
                },
                {
                    "start": 301.68,
                    "end": 301.92,
                    "word": " are",
                    "probability": 0.892578125
                },
                {
                    "start": 301.92,
                    "end": 302.28,
                    "word": " actually",
                    "probability": 0.76806640625
                },
                {
                    "start": 302.28,
                    "end": 302.58,
                    "word": " creating",
                    "probability": 0.81201171875
                }
            ]
        },
        {
            "id": 54,
            "seek": 31794,
            "start": 302.58,
            "end": 306.5,
            "text": " these molecular tags, we're not just encoding the information directly, we've kind of got a step",
            "tokens": [
                50732,
                613,
                19046,
                18632,
                11,
                321,
                434,
                406,
                445,
                43430,
                264,
                1589,
                3838,
                11,
                321,
                600,
                733,
                295,
                658,
                257,
                1823,
                50932
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051991150442478,
            "compression_ratio": 1.7985074626865671,
            "no_speech_prob": 0.013427734375,
            "words": [
                {
                    "start": 302.58,
                    "end": 302.78,
                    "word": " these",
                    "probability": 0.71728515625
                },
                {
                    "start": 302.78,
                    "end": 303.06,
                    "word": " molecular",
                    "probability": 0.6455078125
                },
                {
                    "start": 303.06,
                    "end": 303.42,
                    "word": " tags",
                    "probability": 0.75537109375
                },
                {
                    "start": 303.42,
                    "end": 303.58,
                    "word": ",",
                    "probability": 0.728515625
                },
                {
                    "start": 303.58,
                    "end": 303.76,
                    "word": " we're",
                    "probability": 0.913818359375
                },
                {
                    "start": 303.76,
                    "end": 303.94,
                    "word": " not",
                    "probability": 0.89404296875
                },
                {
                    "start": 303.94,
                    "end": 304.1,
                    "word": " just",
                    "probability": 0.89208984375
                },
                {
                    "start": 304.1,
                    "end": 304.38,
                    "word": " encoding",
                    "probability": 0.8828125
                },
                {
                    "start": 304.38,
                    "end": 304.54,
                    "word": " the",
                    "probability": 0.802734375
                },
                {
                    "start": 304.54,
                    "end": 304.9,
                    "word": " information",
                    "probability": 0.724609375
                },
                {
                    "start": 304.9,
                    "end": 305.34,
                    "word": " directly",
                    "probability": 0.78271484375
                },
                {
                    "start": 305.34,
                    "end": 305.36,
                    "word": ",",
                    "probability": 0.44091796875
                },
                {
                    "start": 305.36,
                    "end": 305.68,
                    "word": " we've",
                    "probability": 0.9189453125
                },
                {
                    "start": 305.68,
                    "end": 305.8,
                    "word": " kind",
                    "probability": 0.716796875
                },
                {
                    "start": 305.8,
                    "end": 305.88,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 305.88,
                    "end": 306.02,
                    "word": " got",
                    "probability": 0.88720703125
                },
                {
                    "start": 306.18,
                    "end": 306.5,
                    "word": " a step",
                    "probability": 0.8203125
                }
            ]
        },
        {
            "id": 55,
            "seek": 31794,
            "start": 306.5,
            "end": 311.22,
            "text": " in there that is adding some error correction. So we have a digital tag that's a little bit shorter,",
            "tokens": [
                50932,
                294,
                456,
                300,
                307,
                5127,
                512,
                6713,
                19984,
                13,
                407,
                321,
                362,
                257,
                4562,
                6162,
                300,
                311,
                257,
                707,
                857,
                11639,
                11,
                51132
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051991150442478,
            "compression_ratio": 1.7985074626865671,
            "no_speech_prob": 0.013427734375,
            "words": [
                {
                    "start": 306.5,
                    "end": 306.68,
                    "word": " in",
                    "probability": 0.90576171875
                },
                {
                    "start": 306.68,
                    "end": 306.82,
                    "word": " there",
                    "probability": 0.853515625
                },
                {
                    "start": 306.82,
                    "end": 307.02,
                    "word": " that",
                    "probability": 0.853515625
                },
                {
                    "start": 307.02,
                    "end": 307.28,
                    "word": " is",
                    "probability": 0.90283203125
                },
                {
                    "start": 307.28,
                    "end": 307.94,
                    "word": " adding",
                    "probability": 0.81396484375
                },
                {
                    "start": 307.94,
                    "end": 308.18,
                    "word": " some",
                    "probability": 0.8154296875
                },
                {
                    "start": 308.18,
                    "end": 308.34,
                    "word": " error",
                    "probability": 0.82080078125
                },
                {
                    "start": 308.34,
                    "end": 308.64,
                    "word": " correction",
                    "probability": 0.73486328125
                },
                {
                    "start": 308.64,
                    "end": 308.8,
                    "word": ".",
                    "probability": 0.7431640625
                },
                {
                    "start": 308.8,
                    "end": 308.9,
                    "word": " So",
                    "probability": 0.8564453125
                },
                {
                    "start": 308.9,
                    "end": 308.98,
                    "word": " we",
                    "probability": 0.69677734375
                },
                {
                    "start": 308.98,
                    "end": 309.12,
                    "word": " have",
                    "probability": 0.876953125
                },
                {
                    "start": 309.22,
                    "end": 309.46,
                    "word": " a digital",
                    "probability": 0.86669921875
                },
                {
                    "start": 309.46,
                    "end": 309.66,
                    "word": " tag",
                    "probability": 0.896484375
                },
                {
                    "start": 309.66,
                    "end": 309.86,
                    "word": " that's",
                    "probability": 0.906494140625
                },
                {
                    "start": 309.94,
                    "end": 310.02,
                    "word": " a little",
                    "probability": 0.80126953125
                },
                {
                    "start": 310.02,
                    "end": 310.18,
                    "word": " bit",
                    "probability": 0.89990234375
                },
                {
                    "start": 310.18,
                    "end": 310.5,
                    "word": " shorter",
                    "probability": 0.82470703125
                },
                {
                    "start": 310.5,
                    "end": 311.22,
                    "word": ",",
                    "probability": 0.798828125
                }
            ]
        },
        {
            "id": 56,
            "seek": 31794,
            "start": 311.22,
            "end": 315.9,
            "text": " code word that's longer, that has some additional bits in order to add some error correction,",
            "tokens": [
                51164,
                3089,
                1349,
                300,
                311,
                2854,
                11,
                300,
                575,
                512,
                4497,
                9239,
                294,
                1668,
                281,
                909,
                512,
                6713,
                19984,
                11,
                51396
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051991150442478,
            "compression_ratio": 1.7985074626865671,
            "no_speech_prob": 0.013427734375,
            "words": [
                {
                    "start": 311.22,
                    "end": 311.42,
                    "word": " code",
                    "probability": 0.455810546875
                },
                {
                    "start": 311.42,
                    "end": 311.58,
                    "word": " word",
                    "probability": 0.348876953125
                },
                {
                    "start": 311.58,
                    "end": 311.82,
                    "word": " that's",
                    "probability": 0.928955078125
                },
                {
                    "start": 311.82,
                    "end": 312.08,
                    "word": " longer",
                    "probability": 0.82177734375
                },
                {
                    "start": 312.08,
                    "end": 312.16,
                    "word": ",",
                    "probability": 0.35595703125
                },
                {
                    "start": 312.16,
                    "end": 312.28,
                    "word": " that",
                    "probability": 0.8681640625
                },
                {
                    "start": 312.28,
                    "end": 312.46,
                    "word": " has",
                    "probability": 0.8935546875
                },
                {
                    "start": 312.46,
                    "end": 312.62,
                    "word": " some",
                    "probability": 0.80810546875
                },
                {
                    "start": 312.62,
                    "end": 312.9,
                    "word": " additional",
                    "probability": 0.87451171875
                },
                {
                    "start": 312.9,
                    "end": 313.22,
                    "word": " bits",
                    "probability": 0.8173828125
                },
                {
                    "start": 313.22,
                    "end": 313.36,
                    "word": " in",
                    "probability": 0.8271484375
                },
                {
                    "start": 313.36,
                    "end": 313.52,
                    "word": " order",
                    "probability": 0.82861328125
                },
                {
                    "start": 313.52,
                    "end": 314.02,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 314.02,
                    "end": 314.88,
                    "word": " add",
                    "probability": 0.7880859375
                },
                {
                    "start": 314.88,
                    "end": 315.06,
                    "word": " some",
                    "probability": 0.81494140625
                },
                {
                    "start": 315.06,
                    "end": 315.24,
                    "word": " error",
                    "probability": 0.81591796875
                },
                {
                    "start": 315.24,
                    "end": 315.58,
                    "word": " correction",
                    "probability": 0.845703125
                },
                {
                    "start": 315.58,
                    "end": 315.9,
                    "word": ",",
                    "probability": 0.7763671875
                }
            ]
        },
        {
            "id": 57,
            "seek": 31794,
            "start": 315.9,
            "end": 321.44,
            "text": " which I'll talk about more later, but then we are going to the molecular bits and the molecular tag.",
            "tokens": [
                51396,
                597,
                286,
                603,
                751,
                466,
                544,
                1780,
                11,
                457,
                550,
                321,
                366,
                516,
                281,
                264,
                19046,
                9239,
                293,
                264,
                19046,
                6162,
                13,
                51656
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051991150442478,
            "compression_ratio": 1.7985074626865671,
            "no_speech_prob": 0.013427734375,
            "words": [
                {
                    "start": 315.9,
                    "end": 316.12,
                    "word": " which",
                    "probability": 0.91455078125
                },
                {
                    "start": 316.12,
                    "end": 316.22,
                    "word": " I'll",
                    "probability": 0.9521484375
                },
                {
                    "start": 316.22,
                    "end": 316.42,
                    "word": " talk",
                    "probability": 0.81396484375
                },
                {
                    "start": 316.42,
                    "end": 316.58,
                    "word": " about",
                    "probability": 0.81591796875
                },
                {
                    "start": 316.58,
                    "end": 316.78,
                    "word": " more",
                    "probability": 0.88720703125
                },
                {
                    "start": 316.78,
                    "end": 317.08,
                    "word": " later",
                    "probability": 0.88232421875
                },
                {
                    "start": 317.08,
                    "end": 317.44,
                    "word": ",",
                    "probability": 0.487060546875
                },
                {
                    "start": 317.44,
                    "end": 317.86,
                    "word": " but",
                    "probability": 0.89599609375
                },
                {
                    "start": 317.86,
                    "end": 318.08,
                    "word": " then",
                    "probability": 0.72216796875
                },
                {
                    "start": 318.08,
                    "end": 318.26,
                    "word": " we",
                    "probability": 0.892578125
                },
                {
                    "start": 318.26,
                    "end": 318.72,
                    "word": " are",
                    "probability": 0.83544921875
                },
                {
                    "start": 318.72,
                    "end": 319.04,
                    "word": " going",
                    "probability": 0.8564453125
                },
                {
                    "start": 319.04,
                    "end": 319.18,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 319.18,
                    "end": 319.32,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 319.32,
                    "end": 319.58,
                    "word": " molecular",
                    "probability": 0.74072265625
                },
                {
                    "start": 319.58,
                    "end": 319.96,
                    "word": " bits",
                    "probability": 0.7587890625
                },
                {
                    "start": 319.96,
                    "end": 320.26,
                    "word": " and",
                    "probability": 0.85888671875
                },
                {
                    "start": 320.26,
                    "end": 320.38,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 320.38,
                    "end": 320.64,
                    "word": " molecular",
                    "probability": 0.6591796875
                },
                {
                    "start": 320.64,
                    "end": 321.0,
                    "word": " tag",
                    "probability": 0.84912109375
                },
                {
                    "start": 321.0,
                    "end": 321.44,
                    "word": ".",
                    "probability": 0.97412109375
                }
            ]
        },
        {
            "id": 58,
            "seek": 34548,
            "start": 323.82,
            "end": 330.94,
            "text": " And a single molecule is made of a unique sequence and a specific length. So this is the",
            "tokens": [
                50408,
                400,
                257,
                2167,
                15582,
                307,
                1027,
                295,
                257,
                3845,
                8310,
                293,
                257,
                2685,
                4641,
                13,
                407,
                341,
                307,
                264,
                50772
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2772529180659804,
            "compression_ratio": 1.7746478873239437,
            "no_speech_prob": 0.0001881122589111328,
            "words": [
                {
                    "start": 323.82,
                    "end": 324.38,
                    "word": " And",
                    "probability": 0.7548828125
                },
                {
                    "start": 324.7,
                    "end": 325.18,
                    "word": " a single",
                    "probability": 0.88818359375
                },
                {
                    "start": 325.18,
                    "end": 326.3,
                    "word": " molecule",
                    "probability": 0.76611328125
                },
                {
                    "start": 326.3,
                    "end": 327.7,
                    "word": " is",
                    "probability": 0.85205078125
                },
                {
                    "start": 327.7,
                    "end": 327.94,
                    "word": " made",
                    "probability": 0.80810546875
                },
                {
                    "start": 327.94,
                    "end": 328.18,
                    "word": " of",
                    "probability": 0.8759765625
                },
                {
                    "start": 328.34,
                    "end": 328.64,
                    "word": " a unique",
                    "probability": 0.7880859375
                },
                {
                    "start": 328.64,
                    "end": 329.12,
                    "word": " sequence",
                    "probability": 0.90234375
                },
                {
                    "start": 329.12,
                    "end": 329.28,
                    "word": " and",
                    "probability": 0.83740234375
                },
                {
                    "start": 329.44,
                    "end": 329.92,
                    "word": " a specific",
                    "probability": 0.794921875
                },
                {
                    "start": 329.92,
                    "end": 330.34,
                    "word": " length",
                    "probability": 0.794921875
                },
                {
                    "start": 330.34,
                    "end": 330.48,
                    "word": ".",
                    "probability": 0.93896484375
                },
                {
                    "start": 330.48,
                    "end": 330.6,
                    "word": " So",
                    "probability": 0.6748046875
                },
                {
                    "start": 330.6,
                    "end": 330.7,
                    "word": " this",
                    "probability": 0.81201171875
                },
                {
                    "start": 330.7,
                    "end": 330.82,
                    "word": " is",
                    "probability": 0.90478515625
                },
                {
                    "start": 330.82,
                    "end": 330.94,
                    "word": " the",
                    "probability": 0.8046875
                }
            ]
        },
        {
            "id": 59,
            "seek": 34548,
            "start": 330.94,
            "end": 336.74,
            "text": " part that lets us create more bits without having to sequence to create more DNA. So we have",
            "tokens": [
                50772,
                644,
                300,
                6653,
                505,
                1884,
                544,
                9239,
                1553,
                1419,
                281,
                8310,
                281,
                1884,
                544,
                8272,
                13,
                407,
                321,
                362,
                51072
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2772529180659804,
            "compression_ratio": 1.7746478873239437,
            "no_speech_prob": 0.0001881122589111328,
            "words": [
                {
                    "start": 330.94,
                    "end": 331.12,
                    "word": " part",
                    "probability": 0.8349609375
                },
                {
                    "start": 331.12,
                    "end": 331.3,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 331.3,
                    "end": 331.54,
                    "word": " lets",
                    "probability": 0.80126953125
                },
                {
                    "start": 331.54,
                    "end": 331.84,
                    "word": " us",
                    "probability": 0.90234375
                },
                {
                    "start": 331.84,
                    "end": 332.8,
                    "word": " create",
                    "probability": 0.327392578125
                },
                {
                    "start": 332.8,
                    "end": 333.08,
                    "word": " more",
                    "probability": 0.88916015625
                },
                {
                    "start": 333.08,
                    "end": 333.36,
                    "word": " bits",
                    "probability": 0.8134765625
                },
                {
                    "start": 333.36,
                    "end": 333.56,
                    "word": " without",
                    "probability": 0.431884765625
                },
                {
                    "start": 333.56,
                    "end": 333.76,
                    "word": " having",
                    "probability": 0.74658203125
                },
                {
                    "start": 333.76,
                    "end": 333.92,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 333.92,
                    "end": 334.16,
                    "word": " sequence",
                    "probability": 0.755859375
                },
                {
                    "start": 334.16,
                    "end": 334.74,
                    "word": " to",
                    "probability": 0.80859375
                },
                {
                    "start": 334.74,
                    "end": 335.0,
                    "word": " create",
                    "probability": 0.82763671875
                },
                {
                    "start": 335.0,
                    "end": 335.24,
                    "word": " more",
                    "probability": 0.88818359375
                },
                {
                    "start": 335.24,
                    "end": 335.52,
                    "word": " DNA",
                    "probability": 0.92919921875
                },
                {
                    "start": 335.52,
                    "end": 336.08,
                    "word": ".",
                    "probability": 0.98876953125
                },
                {
                    "start": 336.2,
                    "end": 336.38,
                    "word": " So",
                    "probability": 0.8798828125
                },
                {
                    "start": 336.38,
                    "end": 336.5,
                    "word": " we",
                    "probability": 0.88818359375
                },
                {
                    "start": 336.5,
                    "end": 336.74,
                    "word": " have",
                    "probability": 0.876953125
                }
            ]
        },
        {
            "id": 60,
            "seek": 34548,
            "start": 336.74,
            "end": 342.92,
            "text": " our barcode sequence at the very beginning of the strand, then a spacer, and then another barcode",
            "tokens": [
                51072,
                527,
                2159,
                22332,
                8310,
                412,
                264,
                588,
                2863,
                295,
                264,
                14955,
                11,
                550,
                257,
                637,
                12858,
                11,
                293,
                550,
                1071,
                2159,
                22332,
                51380
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2772529180659804,
            "compression_ratio": 1.7746478873239437,
            "no_speech_prob": 0.0001881122589111328,
            "words": [
                {
                    "start": 336.74,
                    "end": 337.18,
                    "word": " our",
                    "probability": 0.78955078125
                },
                {
                    "start": 337.18,
                    "end": 337.72,
                    "word": " barcode",
                    "probability": 0.887939453125
                },
                {
                    "start": 337.72,
                    "end": 338.06,
                    "word": " sequence",
                    "probability": 0.91357421875
                },
                {
                    "start": 338.06,
                    "end": 338.22,
                    "word": " at",
                    "probability": 0.90234375
                },
                {
                    "start": 338.22,
                    "end": 338.32,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 338.32,
                    "end": 338.5,
                    "word": " very",
                    "probability": 0.740234375
                },
                {
                    "start": 338.5,
                    "end": 338.8,
                    "word": " beginning",
                    "probability": 0.8095703125
                },
                {
                    "start": 338.8,
                    "end": 338.96,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 338.96,
                    "end": 339.08,
                    "word": " the",
                    "probability": 0.70556640625
                },
                {
                    "start": 339.08,
                    "end": 339.4,
                    "word": " strand",
                    "probability": 0.681640625
                },
                {
                    "start": 339.4,
                    "end": 340.0,
                    "word": ",",
                    "probability": 0.8271484375
                },
                {
                    "start": 340.0,
                    "end": 340.24,
                    "word": " then",
                    "probability": 0.716796875
                },
                {
                    "start": 340.64,
                    "end": 341.14,
                    "word": " a spacer",
                    "probability": 0.890625
                },
                {
                    "start": 341.14,
                    "end": 341.98,
                    "word": ",",
                    "probability": 0.88623046875
                },
                {
                    "start": 341.98,
                    "end": 342.16,
                    "word": " and",
                    "probability": 0.8916015625
                },
                {
                    "start": 342.16,
                    "end": 342.28,
                    "word": " then",
                    "probability": 0.73193359375
                },
                {
                    "start": 342.28,
                    "end": 342.52,
                    "word": " another",
                    "probability": 0.8251953125
                },
                {
                    "start": 342.52,
                    "end": 342.92,
                    "word": " barcode",
                    "probability": 0.907470703125
                }
            ]
        },
        {
            "id": 61,
            "seek": 34548,
            "start": 342.92,
            "end": 348.98,
            "text": " sequence and a sequencing adapter. And typically when encoding information in DNA, the information",
            "tokens": [
                51380,
                8310,
                293,
                257,
                32693,
                22860,
                13,
                400,
                5850,
                562,
                43430,
                1589,
                294,
                8272,
                11,
                264,
                1589,
                51688
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2772529180659804,
            "compression_ratio": 1.7746478873239437,
            "no_speech_prob": 0.0001881122589111328,
            "words": [
                {
                    "start": 342.92,
                    "end": 343.36,
                    "word": " sequence",
                    "probability": 0.916015625
                },
                {
                    "start": 343.36,
                    "end": 343.62,
                    "word": " and",
                    "probability": 0.67724609375
                },
                {
                    "start": 343.76,
                    "end": 344.06,
                    "word": " a sequencing",
                    "probability": 0.92919921875
                },
                {
                    "start": 344.06,
                    "end": 344.44,
                    "word": " adapter",
                    "probability": 0.8037109375
                },
                {
                    "start": 344.44,
                    "end": 345.0,
                    "word": ".",
                    "probability": 0.95458984375
                },
                {
                    "start": 345.2,
                    "end": 345.54,
                    "word": " And",
                    "probability": 0.8779296875
                },
                {
                    "start": 345.54,
                    "end": 346.24,
                    "word": " typically",
                    "probability": 0.81396484375
                },
                {
                    "start": 346.24,
                    "end": 346.6,
                    "word": " when",
                    "probability": 0.49609375
                },
                {
                    "start": 346.6,
                    "end": 346.92,
                    "word": " encoding",
                    "probability": 0.9013671875
                },
                {
                    "start": 346.92,
                    "end": 347.48,
                    "word": " information",
                    "probability": 0.7412109375
                },
                {
                    "start": 347.48,
                    "end": 347.7,
                    "word": " in",
                    "probability": 0.890625
                },
                {
                    "start": 347.7,
                    "end": 347.96,
                    "word": " DNA",
                    "probability": 0.92822265625
                },
                {
                    "start": 347.96,
                    "end": 348.42,
                    "word": ",",
                    "probability": 0.9130859375
                },
                {
                    "start": 348.42,
                    "end": 348.62,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 348.62,
                    "end": 348.98,
                    "word": " information",
                    "probability": 0.74169921875
                }
            ]
        },
        {
            "id": 62,
            "seek": 36994,
            "start": 348.98,
            "end": 354.96,
            "text": " is recorded throughout the entire strand. And so I often get asked, why wouldn't you take advantage",
            "tokens": [
                50368,
                307,
                8287,
                3710,
                264,
                2302,
                14955,
                13,
                400,
                370,
                286,
                2049,
                483,
                2351,
                11,
                983,
                2759,
                380,
                291,
                747,
                5002,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.5139442231075697,
            "no_speech_prob": 0.0003199577331542969,
            "words": [
                {
                    "start": 348.98,
                    "end": 349.2,
                    "word": " is",
                    "probability": 0.55224609375
                },
                {
                    "start": 349.2,
                    "end": 349.56,
                    "word": " recorded",
                    "probability": 0.83203125
                },
                {
                    "start": 349.56,
                    "end": 349.96,
                    "word": " throughout",
                    "probability": 0.75341796875
                },
                {
                    "start": 349.96,
                    "end": 350.22,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 350.22,
                    "end": 350.74,
                    "word": " entire",
                    "probability": 0.75927734375
                },
                {
                    "start": 350.74,
                    "end": 351.28,
                    "word": " strand",
                    "probability": 0.68017578125
                },
                {
                    "start": 351.28,
                    "end": 351.8,
                    "word": ".",
                    "probability": 0.7626953125
                },
                {
                    "start": 352.12,
                    "end": 352.24,
                    "word": " And",
                    "probability": 0.7958984375
                },
                {
                    "start": 352.24,
                    "end": 352.38,
                    "word": " so",
                    "probability": 0.888671875
                },
                {
                    "start": 352.38,
                    "end": 352.48,
                    "word": " I",
                    "probability": 0.87841796875
                },
                {
                    "start": 352.48,
                    "end": 352.7,
                    "word": " often",
                    "probability": 0.76220703125
                },
                {
                    "start": 352.7,
                    "end": 352.88,
                    "word": " get",
                    "probability": 0.89892578125
                },
                {
                    "start": 352.88,
                    "end": 353.22,
                    "word": " asked",
                    "probability": 0.7451171875
                },
                {
                    "start": 353.22,
                    "end": 353.56,
                    "word": ",",
                    "probability": 0.46533203125
                },
                {
                    "start": 353.56,
                    "end": 353.6,
                    "word": " why",
                    "probability": 0.5009765625
                },
                {
                    "start": 353.6,
                    "end": 354.16,
                    "word": " wouldn't",
                    "probability": 0.7032470703125
                },
                {
                    "start": 354.16,
                    "end": 354.38,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 354.38,
                    "end": 354.6,
                    "word": " take",
                    "probability": 0.81298828125
                },
                {
                    "start": 354.6,
                    "end": 354.96,
                    "word": " advantage",
                    "probability": 0.7705078125
                }
            ]
        },
        {
            "id": 63,
            "seek": 36994,
            "start": 354.96,
            "end": 362.36,
            "text": " of the incredible density of DNA to make this happen? And really this comes down to creating",
            "tokens": [
                50664,
                295,
                264,
                4651,
                10305,
                295,
                8272,
                281,
                652,
                341,
                1051,
                30,
                400,
                534,
                341,
                1487,
                760,
                281,
                4084,
                51036
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.5139442231075697,
            "no_speech_prob": 0.0003199577331542969,
            "words": [
                {
                    "start": 354.96,
                    "end": 355.24,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 355.24,
                    "end": 355.52,
                    "word": " the",
                    "probability": 0.82080078125
                },
                {
                    "start": 355.52,
                    "end": 356.02,
                    "word": " incredible",
                    "probability": 0.74609375
                },
                {
                    "start": 356.02,
                    "end": 356.4,
                    "word": " density",
                    "probability": 0.8232421875
                },
                {
                    "start": 356.4,
                    "end": 356.66,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 356.66,
                    "end": 356.9,
                    "word": " DNA",
                    "probability": 0.9208984375
                },
                {
                    "start": 356.9,
                    "end": 357.82,
                    "word": " to",
                    "probability": 0.896484375
                },
                {
                    "start": 357.82,
                    "end": 358.18,
                    "word": " make",
                    "probability": 0.8798828125
                },
                {
                    "start": 358.18,
                    "end": 358.36,
                    "word": " this",
                    "probability": 0.88330078125
                },
                {
                    "start": 358.36,
                    "end": 358.66,
                    "word": " happen",
                    "probability": 0.78955078125
                },
                {
                    "start": 358.66,
                    "end": 359.18,
                    "word": "?",
                    "probability": 0.79638671875
                },
                {
                    "start": 359.76,
                    "end": 360.26,
                    "word": " And",
                    "probability": 0.8974609375
                },
                {
                    "start": 360.26,
                    "end": 360.58,
                    "word": " really",
                    "probability": 0.75048828125
                },
                {
                    "start": 360.58,
                    "end": 360.8,
                    "word": " this",
                    "probability": 0.5146484375
                },
                {
                    "start": 360.8,
                    "end": 361.06,
                    "word": " comes",
                    "probability": 0.81494140625
                },
                {
                    "start": 361.06,
                    "end": 361.3,
                    "word": " down",
                    "probability": 0.81787109375
                },
                {
                    "start": 361.3,
                    "end": 361.66,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 361.66,
                    "end": 362.36,
                    "word": " creating",
                    "probability": 0.7958984375
                }
            ]
        },
        {
            "id": 64,
            "seek": 36994,
            "start": 362.36,
            "end": 368.0,
            "text": " more bits without having to synthesize more DNA. We start out with our nice little well plate of",
            "tokens": [
                51036,
                544,
                9239,
                1553,
                1419,
                281,
                26617,
                1125,
                544,
                8272,
                13,
                492,
                722,
                484,
                365,
                527,
                1481,
                707,
                731,
                5924,
                295,
                51312
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.5139442231075697,
            "no_speech_prob": 0.0003199577331542969,
            "words": [
                {
                    "start": 362.36,
                    "end": 362.72,
                    "word": " more",
                    "probability": 0.87255859375
                },
                {
                    "start": 362.72,
                    "end": 363.04,
                    "word": " bits",
                    "probability": 0.76318359375
                },
                {
                    "start": 363.04,
                    "end": 363.2,
                    "word": " without",
                    "probability": 0.791015625
                },
                {
                    "start": 363.2,
                    "end": 363.44,
                    "word": " having",
                    "probability": 0.80224609375
                },
                {
                    "start": 363.44,
                    "end": 363.62,
                    "word": " to",
                    "probability": 0.8955078125
                },
                {
                    "start": 363.62,
                    "end": 364.2,
                    "word": " synthesize",
                    "probability": 0.839599609375
                },
                {
                    "start": 364.2,
                    "end": 364.68,
                    "word": " more",
                    "probability": 0.8935546875
                },
                {
                    "start": 364.68,
                    "end": 364.98,
                    "word": " DNA",
                    "probability": 0.92578125
                },
                {
                    "start": 364.98,
                    "end": 365.28,
                    "word": ".",
                    "probability": 0.9677734375
                },
                {
                    "start": 365.28,
                    "end": 365.62,
                    "word": " We",
                    "probability": 0.87451171875
                },
                {
                    "start": 365.62,
                    "end": 365.86,
                    "word": " start",
                    "probability": 0.7060546875
                },
                {
                    "start": 365.86,
                    "end": 366.0,
                    "word": " out",
                    "probability": 0.82421875
                },
                {
                    "start": 366.0,
                    "end": 366.14,
                    "word": " with",
                    "probability": 0.8095703125
                },
                {
                    "start": 366.14,
                    "end": 366.4,
                    "word": " our",
                    "probability": 0.798828125
                },
                {
                    "start": 366.4,
                    "end": 367.0,
                    "word": " nice",
                    "probability": 0.81396484375
                },
                {
                    "start": 367.0,
                    "end": 367.22,
                    "word": " little",
                    "probability": 0.78515625
                },
                {
                    "start": 367.22,
                    "end": 367.52,
                    "word": " well",
                    "probability": 0.869140625
                },
                {
                    "start": 367.52,
                    "end": 367.8,
                    "word": " plate",
                    "probability": 0.7998046875
                },
                {
                    "start": 367.8,
                    "end": 368.0,
                    "word": " of",
                    "probability": 0.9033203125
                }
            ]
        },
        {
            "id": 65,
            "seek": 36994,
            "start": 368.0,
            "end": 373.44,
            "text": " 96 sequences, and if we just add two different lengths, we have 192 mole bits without ever",
            "tokens": [
                51312,
                24124,
                22978,
                11,
                293,
                498,
                321,
                445,
                909,
                732,
                819,
                26329,
                11,
                321,
                362,
                1294,
                17,
                6353,
                9239,
                1553,
                1562,
                51584
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.5139442231075697,
            "no_speech_prob": 0.0003199577331542969,
            "words": [
                {
                    "start": 368.0,
                    "end": 368.4,
                    "word": " 96",
                    "probability": 0.89453125
                },
                {
                    "start": 368.4,
                    "end": 368.94,
                    "word": " sequences",
                    "probability": 0.89404296875
                },
                {
                    "start": 368.94,
                    "end": 369.36,
                    "word": ",",
                    "probability": 0.371826171875
                },
                {
                    "start": 369.36,
                    "end": 369.6,
                    "word": " and",
                    "probability": 0.89453125
                },
                {
                    "start": 369.6,
                    "end": 369.76,
                    "word": " if",
                    "probability": 0.90234375
                },
                {
                    "start": 369.76,
                    "end": 369.86,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 369.86,
                    "end": 370.0,
                    "word": " just",
                    "probability": 0.88916015625
                },
                {
                    "start": 370.0,
                    "end": 370.18,
                    "word": " add",
                    "probability": 0.8173828125
                },
                {
                    "start": 370.18,
                    "end": 370.36,
                    "word": " two",
                    "probability": 0.8017578125
                },
                {
                    "start": 370.36,
                    "end": 370.62,
                    "word": " different",
                    "probability": 0.69140625
                },
                {
                    "start": 370.62,
                    "end": 370.94,
                    "word": " lengths",
                    "probability": 0.62548828125
                },
                {
                    "start": 370.94,
                    "end": 371.4,
                    "word": ",",
                    "probability": 0.82861328125
                },
                {
                    "start": 371.4,
                    "end": 371.6,
                    "word": " we",
                    "probability": 0.89697265625
                },
                {
                    "start": 371.6,
                    "end": 371.82,
                    "word": " have",
                    "probability": 0.8798828125
                },
                {
                    "start": 371.82,
                    "end": 372.62,
                    "word": " 192",
                    "probability": 0.844970703125
                },
                {
                    "start": 372.62,
                    "end": 372.82,
                    "word": " mole",
                    "probability": 0.6015625
                },
                {
                    "start": 372.82,
                    "end": 373.02,
                    "word": " bits",
                    "probability": 0.7568359375
                },
                {
                    "start": 373.02,
                    "end": 373.22,
                    "word": " without",
                    "probability": 0.7607421875
                },
                {
                    "start": 373.22,
                    "end": 373.44,
                    "word": " ever",
                    "probability": 0.822265625
                }
            ]
        },
        {
            "id": 66,
            "seek": 39606,
            "start": 373.44,
            "end": 382.48,
            "text": " having to go back to ask IDT for more short strands for us. And then the second part of it",
            "tokens": [
                50364,
                1419,
                281,
                352,
                646,
                281,
                1029,
                7348,
                51,
                337,
                544,
                2099,
                29664,
                337,
                505,
                13,
                400,
                550,
                264,
                1150,
                644,
                295,
                309,
                50816
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2220486134290695,
            "compression_ratio": 1.6,
            "no_speech_prob": 0.0020503997802734375,
            "words": [
                {
                    "start": 373.44,
                    "end": 373.54,
                    "word": " having",
                    "probability": 0.11181640625
                },
                {
                    "start": 373.54,
                    "end": 373.74,
                    "word": " to",
                    "probability": 0.90185546875
                },
                {
                    "start": 373.74,
                    "end": 373.9,
                    "word": " go",
                    "probability": 0.90380859375
                },
                {
                    "start": 373.9,
                    "end": 374.26,
                    "word": " back",
                    "probability": 0.8193359375
                },
                {
                    "start": 374.26,
                    "end": 374.72,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 374.72,
                    "end": 375.64,
                    "word": " ask",
                    "probability": 0.58447265625
                },
                {
                    "start": 375.64,
                    "end": 376.12,
                    "word": " IDT",
                    "probability": 0.88232421875
                },
                {
                    "start": 376.12,
                    "end": 376.42,
                    "word": " for",
                    "probability": 0.8896484375
                },
                {
                    "start": 376.42,
                    "end": 377.0,
                    "word": " more",
                    "probability": 0.798828125
                },
                {
                    "start": 377.0,
                    "end": 378.4,
                    "word": " short",
                    "probability": 0.900390625
                },
                {
                    "start": 378.4,
                    "end": 378.72,
                    "word": " strands",
                    "probability": 0.64013671875
                },
                {
                    "start": 378.72,
                    "end": 378.88,
                    "word": " for",
                    "probability": 0.89794921875
                },
                {
                    "start": 378.88,
                    "end": 379.16,
                    "word": " us",
                    "probability": 0.90673828125
                },
                {
                    "start": 379.16,
                    "end": 379.68,
                    "word": ".",
                    "probability": 0.98291015625
                },
                {
                    "start": 380.88,
                    "end": 381.0,
                    "word": " And",
                    "probability": 0.50341796875
                },
                {
                    "start": 381.0,
                    "end": 381.24,
                    "word": " then",
                    "probability": 0.72314453125
                },
                {
                    "start": 381.24,
                    "end": 381.8,
                    "word": " the",
                    "probability": 0.68310546875
                },
                {
                    "start": 381.8,
                    "end": 382.02,
                    "word": " second",
                    "probability": 0.7919921875
                },
                {
                    "start": 382.02,
                    "end": 382.26,
                    "word": " part",
                    "probability": 0.82568359375
                },
                {
                    "start": 382.26,
                    "end": 382.36,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 382.36,
                    "end": 382.48,
                    "word": " it",
                    "probability": 0.9033203125
                }
            ]
        },
        {
            "id": 67,
            "seek": 39606,
            "start": 382.48,
            "end": 387.76,
            "text": " is that having this unique identifiable region means that we can avoid base calling. So when we",
            "tokens": [
                50816,
                307,
                300,
                1419,
                341,
                3845,
                2473,
                30876,
                4458,
                1355,
                300,
                321,
                393,
                5042,
                3096,
                5141,
                13,
                407,
                562,
                321,
                51080
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2220486134290695,
            "compression_ratio": 1.6,
            "no_speech_prob": 0.0020503997802734375,
            "words": [
                {
                    "start": 382.48,
                    "end": 382.64,
                    "word": " is",
                    "probability": 0.85498046875
                },
                {
                    "start": 382.64,
                    "end": 382.78,
                    "word": " that",
                    "probability": 0.7568359375
                },
                {
                    "start": 382.78,
                    "end": 383.0,
                    "word": " having",
                    "probability": 0.76806640625
                },
                {
                    "start": 383.0,
                    "end": 383.22,
                    "word": " this",
                    "probability": 0.8740234375
                },
                {
                    "start": 383.22,
                    "end": 383.52,
                    "word": " unique",
                    "probability": 0.7958984375
                },
                {
                    "start": 383.52,
                    "end": 384.14,
                    "word": " identifiable",
                    "probability": 0.821533203125
                },
                {
                    "start": 384.14,
                    "end": 384.52,
                    "word": " region",
                    "probability": 0.85546875
                },
                {
                    "start": 384.52,
                    "end": 384.84,
                    "word": " means",
                    "probability": 0.8759765625
                },
                {
                    "start": 384.84,
                    "end": 384.96,
                    "word": " that",
                    "probability": 0.88232421875
                },
                {
                    "start": 384.96,
                    "end": 385.06,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 385.06,
                    "end": 385.22,
                    "word": " can",
                    "probability": 0.89599609375
                },
                {
                    "start": 385.22,
                    "end": 385.54,
                    "word": " avoid",
                    "probability": 0.8291015625
                },
                {
                    "start": 385.54,
                    "end": 385.82,
                    "word": " base",
                    "probability": 0.81396484375
                },
                {
                    "start": 385.82,
                    "end": 386.12,
                    "word": " calling",
                    "probability": 0.69140625
                },
                {
                    "start": 386.12,
                    "end": 386.64,
                    "word": ".",
                    "probability": 0.9912109375
                },
                {
                    "start": 387.24,
                    "end": 387.48,
                    "word": " So",
                    "probability": 0.84228515625
                },
                {
                    "start": 387.48,
                    "end": 387.64,
                    "word": " when",
                    "probability": 0.728515625
                },
                {
                    "start": 387.64,
                    "end": 387.76,
                    "word": " we",
                    "probability": 0.90625
                }
            ]
        },
        {
            "id": 68,
            "seek": 39606,
            "start": 387.76,
            "end": 393.24,
            "text": " turn this complicated nanopore signal into bases, it takes a very, very long time and it's very",
            "tokens": [
                51080,
                1261,
                341,
                6179,
                14067,
                404,
                418,
                6358,
                666,
                17949,
                11,
                309,
                2516,
                257,
                588,
                11,
                588,
                938,
                565,
                293,
                309,
                311,
                588,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2220486134290695,
            "compression_ratio": 1.6,
            "no_speech_prob": 0.0020503997802734375,
            "words": [
                {
                    "start": 387.76,
                    "end": 388.0,
                    "word": " turn",
                    "probability": 0.77783203125
                },
                {
                    "start": 388.0,
                    "end": 388.22,
                    "word": " this",
                    "probability": 0.88134765625
                },
                {
                    "start": 388.22,
                    "end": 388.74,
                    "word": " complicated",
                    "probability": 0.80419921875
                },
                {
                    "start": 388.74,
                    "end": 389.22,
                    "word": " nanopore",
                    "probability": 0.8605143229166666
                },
                {
                    "start": 389.22,
                    "end": 389.66,
                    "word": " signal",
                    "probability": 0.77685546875
                },
                {
                    "start": 389.66,
                    "end": 390.3,
                    "word": " into",
                    "probability": 0.7353515625
                },
                {
                    "start": 390.3,
                    "end": 390.86,
                    "word": " bases",
                    "probability": 0.74609375
                },
                {
                    "start": 390.86,
                    "end": 391.12,
                    "word": ",",
                    "probability": 0.904296875
                },
                {
                    "start": 391.12,
                    "end": 391.22,
                    "word": " it",
                    "probability": 0.90283203125
                },
                {
                    "start": 391.22,
                    "end": 391.4,
                    "word": " takes",
                    "probability": 0.7431640625
                },
                {
                    "start": 391.54,
                    "end": 391.72,
                    "word": " a very",
                    "probability": 0.73828125
                },
                {
                    "start": 391.72,
                    "end": 391.84,
                    "word": ",",
                    "probability": 0.87646484375
                },
                {
                    "start": 391.84,
                    "end": 391.92,
                    "word": " very",
                    "probability": 0.72998046875
                },
                {
                    "start": 391.92,
                    "end": 392.24,
                    "word": " long",
                    "probability": 0.88330078125
                },
                {
                    "start": 392.24,
                    "end": 392.64,
                    "word": " time",
                    "probability": 0.80908203125
                },
                {
                    "start": 392.64,
                    "end": 392.8,
                    "word": " and",
                    "probability": 0.62109375
                },
                {
                    "start": 392.8,
                    "end": 392.96,
                    "word": " it's",
                    "probability": 0.785888671875
                },
                {
                    "start": 392.96,
                    "end": 393.24,
                    "word": " very",
                    "probability": 0.7421875
                }
            ]
        },
        {
            "id": 69,
            "seek": 39606,
            "start": 393.24,
            "end": 399.56,
            "text": " complex. And that is the largest source of the error in the pipeline for working with",
            "tokens": [
                51364,
                3997,
                13,
                400,
                300,
                307,
                264,
                6443,
                4009,
                295,
                264,
                6713,
                294,
                264,
                15517,
                337,
                1364,
                365,
                51668
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2220486134290695,
            "compression_ratio": 1.6,
            "no_speech_prob": 0.0020503997802734375,
            "words": [
                {
                    "start": 393.24,
                    "end": 394.04,
                    "word": " complex",
                    "probability": 0.72509765625
                },
                {
                    "start": 394.04,
                    "end": 394.54,
                    "word": ".",
                    "probability": 0.473388671875
                },
                {
                    "start": 394.9,
                    "end": 395.42,
                    "word": " And",
                    "probability": 0.78125
                },
                {
                    "start": 395.42,
                    "end": 396.18,
                    "word": " that",
                    "probability": 0.6630859375
                },
                {
                    "start": 396.18,
                    "end": 396.36,
                    "word": " is",
                    "probability": 0.90478515625
                },
                {
                    "start": 396.36,
                    "end": 396.52,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 396.52,
                    "end": 396.82,
                    "word": " largest",
                    "probability": 0.86669921875
                },
                {
                    "start": 396.82,
                    "end": 397.12,
                    "word": " source",
                    "probability": 0.744140625
                },
                {
                    "start": 397.12,
                    "end": 397.26,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 397.26,
                    "end": 397.42,
                    "word": " the",
                    "probability": 0.71875
                },
                {
                    "start": 397.42,
                    "end": 397.78,
                    "word": " error",
                    "probability": 0.81396484375
                },
                {
                    "start": 397.78,
                    "end": 398.04,
                    "word": " in",
                    "probability": 0.90576171875
                },
                {
                    "start": 398.04,
                    "end": 398.34,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 398.34,
                    "end": 398.76,
                    "word": " pipeline",
                    "probability": 0.79150390625
                },
                {
                    "start": 398.76,
                    "end": 399.0,
                    "word": " for",
                    "probability": 0.6943359375
                },
                {
                    "start": 399.0,
                    "end": 399.36,
                    "word": " working",
                    "probability": 0.7236328125
                },
                {
                    "start": 399.36,
                    "end": 399.56,
                    "word": " with",
                    "probability": 0.8193359375
                }
            ]
        },
        {
            "id": 70,
            "seek": 42202,
            "start": 399.56,
            "end": 403.72,
            "text": " nanopore data, where we actually have a much simpler problem. We're not trying to identify",
            "tokens": [
                50364,
                14067,
                404,
                418,
                1412,
                11,
                689,
                321,
                767,
                362,
                257,
                709,
                18587,
                1154,
                13,
                492,
                434,
                406,
                1382,
                281,
                5876,
                50584
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1578811744412223,
            "compression_ratio": 1.5714285714285714,
            "no_speech_prob": 0.0002453327178955078,
            "words": [
                {
                    "start": 399.56,
                    "end": 399.98,
                    "word": " nanopore",
                    "probability": 0.7622884114583334
                },
                {
                    "start": 399.98,
                    "end": 400.24,
                    "word": " data",
                    "probability": 0.84033203125
                },
                {
                    "start": 400.24,
                    "end": 400.68,
                    "word": ",",
                    "probability": 0.443603515625
                },
                {
                    "start": 400.68,
                    "end": 401.06,
                    "word": " where",
                    "probability": 0.89404296875
                },
                {
                    "start": 401.06,
                    "end": 401.34,
                    "word": " we",
                    "probability": 0.90478515625
                },
                {
                    "start": 401.34,
                    "end": 401.62,
                    "word": " actually",
                    "probability": 0.787109375
                },
                {
                    "start": 401.62,
                    "end": 401.76,
                    "word": " have",
                    "probability": 0.8828125
                },
                {
                    "start": 401.86,
                    "end": 402.0,
                    "word": " a much",
                    "probability": 0.82470703125
                },
                {
                    "start": 402.0,
                    "end": 402.32,
                    "word": " simpler",
                    "probability": 0.8095703125
                },
                {
                    "start": 402.32,
                    "end": 402.74,
                    "word": " problem",
                    "probability": 0.771484375
                },
                {
                    "start": 402.74,
                    "end": 402.88,
                    "word": ".",
                    "probability": 0.74365234375
                },
                {
                    "start": 402.88,
                    "end": 402.9,
                    "word": " We're",
                    "probability": 0.921630859375
                },
                {
                    "start": 402.9,
                    "end": 403.06,
                    "word": " not",
                    "probability": 0.89404296875
                },
                {
                    "start": 403.06,
                    "end": 403.22,
                    "word": " trying",
                    "probability": 0.7880859375
                },
                {
                    "start": 403.22,
                    "end": 403.34,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 403.34,
                    "end": 403.72,
                    "word": " identify",
                    "probability": 0.87744140625
                }
            ]
        },
        {
            "id": 71,
            "seek": 42202,
            "start": 403.72,
            "end": 411.02,
            "text": " any DNA, just the DNA that we know is already there. So we can turn this into a classification",
            "tokens": [
                50584,
                604,
                8272,
                11,
                445,
                264,
                8272,
                300,
                321,
                458,
                307,
                1217,
                456,
                13,
                407,
                321,
                393,
                1261,
                341,
                666,
                257,
                21538,
                50952
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1578811744412223,
            "compression_ratio": 1.5714285714285714,
            "no_speech_prob": 0.0002453327178955078,
            "words": [
                {
                    "start": 403.72,
                    "end": 404.26,
                    "word": " any",
                    "probability": 0.80859375
                },
                {
                    "start": 404.26,
                    "end": 404.58,
                    "word": " DNA",
                    "probability": 0.91162109375
                },
                {
                    "start": 404.58,
                    "end": 405.1,
                    "word": ",",
                    "probability": 0.78173828125
                },
                {
                    "start": 405.1,
                    "end": 405.42,
                    "word": " just",
                    "probability": 0.884765625
                },
                {
                    "start": 405.42,
                    "end": 406.4,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 406.4,
                    "end": 406.68,
                    "word": " DNA",
                    "probability": 0.91552734375
                },
                {
                    "start": 406.68,
                    "end": 407.04,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 407.04,
                    "end": 407.2,
                    "word": " we",
                    "probability": 0.904296875
                },
                {
                    "start": 407.2,
                    "end": 407.44,
                    "word": " know",
                    "probability": 0.81640625
                },
                {
                    "start": 407.44,
                    "end": 407.6,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 407.6,
                    "end": 407.8,
                    "word": " already",
                    "probability": 0.8203125
                },
                {
                    "start": 407.8,
                    "end": 408.14,
                    "word": " there",
                    "probability": 0.85546875
                },
                {
                    "start": 408.14,
                    "end": 408.26,
                    "word": ".",
                    "probability": 0.6025390625
                },
                {
                    "start": 408.26,
                    "end": 408.36,
                    "word": " So",
                    "probability": 0.76904296875
                },
                {
                    "start": 408.36,
                    "end": 408.46,
                    "word": " we",
                    "probability": 0.70849609375
                },
                {
                    "start": 408.46,
                    "end": 408.56,
                    "word": " can",
                    "probability": 0.884765625
                },
                {
                    "start": 408.56,
                    "end": 408.74,
                    "word": " turn",
                    "probability": 0.80810546875
                },
                {
                    "start": 408.74,
                    "end": 408.92,
                    "word": " this",
                    "probability": 0.8876953125
                },
                {
                    "start": 408.92,
                    "end": 409.14,
                    "word": " into",
                    "probability": 0.73779296875
                },
                {
                    "start": 409.66,
                    "end": 411.02,
                    "word": " a classification",
                    "probability": 0.89990234375
                }
            ]
        },
        {
            "id": 72,
            "seek": 42202,
            "start": 411.02,
            "end": 416.48,
            "text": " problem instead of a decoding problem. That saves a lot of time and increases our accuracy pretty",
            "tokens": [
                50952,
                1154,
                2602,
                295,
                257,
                979,
                8616,
                1154,
                13,
                663,
                19155,
                257,
                688,
                295,
                565,
                293,
                8637,
                527,
                14170,
                1238,
                51208
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1578811744412223,
            "compression_ratio": 1.5714285714285714,
            "no_speech_prob": 0.0002453327178955078,
            "words": [
                {
                    "start": 411.02,
                    "end": 411.66,
                    "word": " problem",
                    "probability": 0.787109375
                },
                {
                    "start": 411.66,
                    "end": 411.92,
                    "word": " instead",
                    "probability": 0.77685546875
                },
                {
                    "start": 411.92,
                    "end": 412.12,
                    "word": " of",
                    "probability": 0.90966796875
                },
                {
                    "start": 412.32,
                    "end": 412.68,
                    "word": " a decoding",
                    "probability": 0.96337890625
                },
                {
                    "start": 412.68,
                    "end": 413.16,
                    "word": " problem",
                    "probability": 0.78271484375
                },
                {
                    "start": 413.16,
                    "end": 413.56,
                    "word": ".",
                    "probability": 0.8486328125
                },
                {
                    "start": 413.56,
                    "end": 413.74,
                    "word": " That",
                    "probability": 0.79150390625
                },
                {
                    "start": 413.74,
                    "end": 413.94,
                    "word": " saves",
                    "probability": 0.75732421875
                },
                {
                    "start": 414.16,
                    "end": 414.32,
                    "word": " a lot",
                    "probability": 0.892578125
                },
                {
                    "start": 414.32,
                    "end": 414.46,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 414.46,
                    "end": 414.76,
                    "word": " time",
                    "probability": 0.8046875
                },
                {
                    "start": 414.76,
                    "end": 415.08,
                    "word": " and",
                    "probability": 0.86083984375
                },
                {
                    "start": 415.08,
                    "end": 415.66,
                    "word": " increases",
                    "probability": 0.9033203125
                },
                {
                    "start": 415.66,
                    "end": 415.84,
                    "word": " our",
                    "probability": 0.73193359375
                },
                {
                    "start": 415.84,
                    "end": 416.18,
                    "word": " accuracy",
                    "probability": 0.77490234375
                },
                {
                    "start": 416.18,
                    "end": 416.48,
                    "word": " pretty",
                    "probability": 0.8828125
                }
            ]
        },
        {
            "id": 73,
            "seek": 42202,
            "start": 416.48,
            "end": 425.52,
            "text": " dramatically. And we design molecular bits to have distinct nanopore signals. We do this using a tool",
            "tokens": [
                51208,
                17548,
                13,
                400,
                321,
                1715,
                19046,
                9239,
                281,
                362,
                10644,
                14067,
                404,
                418,
                12354,
                13,
                492,
                360,
                341,
                1228,
                257,
                2290,
                51660
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1578811744412223,
            "compression_ratio": 1.5714285714285714,
            "no_speech_prob": 0.0002453327178955078,
            "words": [
                {
                    "start": 416.48,
                    "end": 416.92,
                    "word": " dramatically",
                    "probability": 0.76171875
                },
                {
                    "start": 416.92,
                    "end": 417.48,
                    "word": ".",
                    "probability": 0.9755859375
                },
                {
                    "start": 419.72,
                    "end": 420.28,
                    "word": " And",
                    "probability": 0.81640625
                },
                {
                    "start": 420.28,
                    "end": 420.44,
                    "word": " we",
                    "probability": 0.8916015625
                },
                {
                    "start": 420.44,
                    "end": 420.72,
                    "word": " design",
                    "probability": 0.5654296875
                },
                {
                    "start": 420.72,
                    "end": 421.12,
                    "word": " molecular",
                    "probability": 0.6923828125
                },
                {
                    "start": 421.12,
                    "end": 421.38,
                    "word": " bits",
                    "probability": 0.72509765625
                },
                {
                    "start": 421.38,
                    "end": 421.56,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 421.56,
                    "end": 421.9,
                    "word": " have",
                    "probability": 0.88134765625
                },
                {
                    "start": 421.9,
                    "end": 422.48,
                    "word": " distinct",
                    "probability": 0.90283203125
                },
                {
                    "start": 422.48,
                    "end": 422.98,
                    "word": " nanopore",
                    "probability": 0.9436848958333334
                },
                {
                    "start": 422.98,
                    "end": 423.38,
                    "word": " signals",
                    "probability": 0.91455078125
                },
                {
                    "start": 423.38,
                    "end": 423.94,
                    "word": ".",
                    "probability": 0.9892578125
                },
                {
                    "start": 424.3,
                    "end": 424.76,
                    "word": " We",
                    "probability": 0.87158203125
                },
                {
                    "start": 424.76,
                    "end": 424.9,
                    "word": " do",
                    "probability": 0.8984375
                },
                {
                    "start": 424.9,
                    "end": 425.06,
                    "word": " this",
                    "probability": 0.87646484375
                },
                {
                    "start": 425.06,
                    "end": 425.24,
                    "word": " using",
                    "probability": 0.81689453125
                },
                {
                    "start": 425.38,
                    "end": 425.52,
                    "word": " a tool",
                    "probability": 0.88916015625
                }
            ]
        },
        {
            "id": 74,
            "seek": 44652,
            "start": 425.52,
            "end": 431.76,
            "text": " called Scrappy that is produced by Oxford Nanopore itself. So we can give it a sequence, it will",
            "tokens": [
                50364,
                1219,
                2747,
                424,
                7966,
                300,
                307,
                7126,
                538,
                24786,
                18852,
                404,
                418,
                2564,
                13,
                407,
                321,
                393,
                976,
                309,
                257,
                8310,
                11,
                309,
                486,
                50676
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2200520814706882,
            "compression_ratio": 1.5909090909090908,
            "no_speech_prob": 0.0001634359359741211,
            "words": [
                {
                    "start": 425.52,
                    "end": 425.72,
                    "word": " called",
                    "probability": 0.33935546875
                },
                {
                    "start": 425.72,
                    "end": 426.14,
                    "word": " Scrappy",
                    "probability": 0.7096354166666666
                },
                {
                    "start": 426.14,
                    "end": 426.36,
                    "word": " that",
                    "probability": 0.7314453125
                },
                {
                    "start": 426.36,
                    "end": 426.6,
                    "word": " is",
                    "probability": 0.9091796875
                },
                {
                    "start": 426.6,
                    "end": 427.34,
                    "word": " produced",
                    "probability": 0.78271484375
                },
                {
                    "start": 427.34,
                    "end": 427.62,
                    "word": " by",
                    "probability": 0.916015625
                },
                {
                    "start": 427.62,
                    "end": 427.94,
                    "word": " Oxford",
                    "probability": 0.77392578125
                },
                {
                    "start": 427.94,
                    "end": 428.3,
                    "word": " Nanopore",
                    "probability": 0.9256184895833334
                },
                {
                    "start": 428.3,
                    "end": 428.7,
                    "word": " itself",
                    "probability": 0.78955078125
                },
                {
                    "start": 428.7,
                    "end": 428.92,
                    "word": ".",
                    "probability": 0.450927734375
                },
                {
                    "start": 428.92,
                    "end": 429.04,
                    "word": " So",
                    "probability": 0.869140625
                },
                {
                    "start": 429.04,
                    "end": 429.14,
                    "word": " we",
                    "probability": 0.76318359375
                },
                {
                    "start": 429.14,
                    "end": 429.24,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 429.24,
                    "end": 429.4,
                    "word": " give",
                    "probability": 0.8046875
                },
                {
                    "start": 429.4,
                    "end": 429.5,
                    "word": " it",
                    "probability": 0.88671875
                },
                {
                    "start": 429.72,
                    "end": 430.82,
                    "word": " a sequence",
                    "probability": 0.468017578125
                },
                {
                    "start": 430.82,
                    "end": 431.26,
                    "word": ",",
                    "probability": 0.2578125
                },
                {
                    "start": 431.26,
                    "end": 431.66,
                    "word": " it",
                    "probability": 0.6728515625
                },
                {
                    "start": 431.66,
                    "end": 431.76,
                    "word": " will",
                    "probability": 0.80517578125
                }
            ]
        },
        {
            "id": 75,
            "seek": 44652,
            "start": 431.76,
            "end": 437.36,
            "text": " produce a theoretical signal, and then this is the actual nanopore signal. And we didn't really",
            "tokens": [
                50676,
                5258,
                257,
                20864,
                6358,
                11,
                293,
                550,
                341,
                307,
                264,
                3539,
                14067,
                404,
                418,
                6358,
                13,
                400,
                321,
                994,
                380,
                534,
                50956
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2200520814706882,
            "compression_ratio": 1.5909090909090908,
            "no_speech_prob": 0.0001634359359741211,
            "words": [
                {
                    "start": 431.76,
                    "end": 432.22,
                    "word": " produce",
                    "probability": 0.751953125
                },
                {
                    "start": 432.42,
                    "end": 432.86,
                    "word": " a theoretical",
                    "probability": 0.76904296875
                },
                {
                    "start": 432.86,
                    "end": 433.88,
                    "word": " signal",
                    "probability": 0.77880859375
                },
                {
                    "start": 433.88,
                    "end": 434.24,
                    "word": ",",
                    "probability": 0.469970703125
                },
                {
                    "start": 434.24,
                    "end": 434.88,
                    "word": " and",
                    "probability": 0.89111328125
                },
                {
                    "start": 434.88,
                    "end": 435.14,
                    "word": " then",
                    "probability": 0.7353515625
                },
                {
                    "start": 435.14,
                    "end": 435.56,
                    "word": " this",
                    "probability": 0.86767578125
                },
                {
                    "start": 435.56,
                    "end": 435.68,
                    "word": " is",
                    "probability": 0.90576171875
                },
                {
                    "start": 435.68,
                    "end": 435.8,
                    "word": " the",
                    "probability": 0.60693359375
                },
                {
                    "start": 435.8,
                    "end": 436.04,
                    "word": " actual",
                    "probability": 0.8212890625
                },
                {
                    "start": 436.04,
                    "end": 436.44,
                    "word": " nanopore",
                    "probability": 0.778076171875
                },
                {
                    "start": 436.44,
                    "end": 436.74,
                    "word": " signal",
                    "probability": 0.78515625
                },
                {
                    "start": 436.74,
                    "end": 436.86,
                    "word": ".",
                    "probability": 0.78564453125
                },
                {
                    "start": 436.86,
                    "end": 436.9,
                    "word": " And",
                    "probability": 0.3486328125
                },
                {
                    "start": 436.9,
                    "end": 436.98,
                    "word": " we",
                    "probability": 0.8994140625
                },
                {
                    "start": 436.98,
                    "end": 437.16,
                    "word": " didn't",
                    "probability": 0.92236328125
                },
                {
                    "start": 437.16,
                    "end": 437.36,
                    "word": " really",
                    "probability": 0.7431640625
                }
            ]
        },
        {
            "id": 76,
            "seek": 44652,
            "start": 437.36,
            "end": 443.04,
            "text": " cherry-pick one of these. They kind of all look similar, maybe a little bit stretched or narrower,",
            "tokens": [
                50956,
                20164,
                12,
                79,
                618,
                472,
                295,
                613,
                13,
                814,
                733,
                295,
                439,
                574,
                2531,
                11,
                1310,
                257,
                707,
                857,
                23563,
                420,
                46751,
                11,
                51236
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2200520814706882,
            "compression_ratio": 1.5909090909090908,
            "no_speech_prob": 0.0001634359359741211,
            "words": [
                {
                    "start": 437.36,
                    "end": 437.72,
                    "word": " cherry",
                    "probability": 0.666015625
                },
                {
                    "start": 437.72,
                    "end": 438.04,
                    "word": "-pick",
                    "probability": 0.715576171875
                },
                {
                    "start": 438.04,
                    "end": 438.5,
                    "word": " one",
                    "probability": 0.822265625
                },
                {
                    "start": 438.5,
                    "end": 438.62,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 438.62,
                    "end": 438.8,
                    "word": " these",
                    "probability": 0.71044921875
                },
                {
                    "start": 438.8,
                    "end": 438.84,
                    "word": ".",
                    "probability": 0.370361328125
                },
                {
                    "start": 438.84,
                    "end": 438.92,
                    "word": " They",
                    "probability": 0.7236328125
                },
                {
                    "start": 438.92,
                    "end": 439.08,
                    "word": " kind",
                    "probability": 0.73095703125
                },
                {
                    "start": 439.08,
                    "end": 439.18,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 439.18,
                    "end": 439.46,
                    "word": " all",
                    "probability": 0.896484375
                },
                {
                    "start": 439.46,
                    "end": 439.72,
                    "word": " look",
                    "probability": 0.9052734375
                },
                {
                    "start": 439.72,
                    "end": 440.04,
                    "word": " similar",
                    "probability": 0.927734375
                },
                {
                    "start": 440.04,
                    "end": 440.12,
                    "word": ",",
                    "probability": 0.78662109375
                },
                {
                    "start": 440.12,
                    "end": 440.26,
                    "word": " maybe",
                    "probability": 0.85888671875
                },
                {
                    "start": 440.42,
                    "end": 440.54,
                    "word": " a little",
                    "probability": 0.80517578125
                },
                {
                    "start": 440.54,
                    "end": 440.8,
                    "word": " bit",
                    "probability": 0.908203125
                },
                {
                    "start": 440.8,
                    "end": 441.52,
                    "word": " stretched",
                    "probability": 0.68896484375
                },
                {
                    "start": 441.52,
                    "end": 442.34,
                    "word": " or",
                    "probability": 0.779296875
                },
                {
                    "start": 442.34,
                    "end": 442.82,
                    "word": " narrower",
                    "probability": 0.69580078125
                },
                {
                    "start": 442.82,
                    "end": 443.04,
                    "word": ",",
                    "probability": 0.54296875
                }
            ]
        },
        {
            "id": 77,
            "seek": 44652,
            "start": 443.04,
            "end": 450.02,
            "text": " but this allows us to really be able to design these sequences to look different, which makes",
            "tokens": [
                51236,
                457,
                341,
                4045,
                505,
                281,
                534,
                312,
                1075,
                281,
                1715,
                613,
                22978,
                281,
                574,
                819,
                11,
                597,
                1669,
                51588
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2200520814706882,
            "compression_ratio": 1.5909090909090908,
            "no_speech_prob": 0.0001634359359741211,
            "words": [
                {
                    "start": 443.04,
                    "end": 443.2,
                    "word": " but",
                    "probability": 0.89990234375
                },
                {
                    "start": 443.2,
                    "end": 444.54,
                    "word": " this",
                    "probability": 0.82177734375
                },
                {
                    "start": 444.54,
                    "end": 444.94,
                    "word": " allows",
                    "probability": 0.791015625
                },
                {
                    "start": 444.94,
                    "end": 445.14,
                    "word": " us",
                    "probability": 0.90087890625
                },
                {
                    "start": 445.14,
                    "end": 445.32,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 445.32,
                    "end": 445.6,
                    "word": " really",
                    "probability": 0.78076171875
                },
                {
                    "start": 445.6,
                    "end": 445.78,
                    "word": " be",
                    "probability": 0.9033203125
                },
                {
                    "start": 445.78,
                    "end": 445.96,
                    "word": " able",
                    "probability": 0.88525390625
                },
                {
                    "start": 445.96,
                    "end": 446.5,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 446.5,
                    "end": 447.04,
                    "word": " design",
                    "probability": 0.91650390625
                },
                {
                    "start": 447.04,
                    "end": 447.28,
                    "word": " these",
                    "probability": 0.6845703125
                },
                {
                    "start": 447.28,
                    "end": 447.66,
                    "word": " sequences",
                    "probability": 0.9013671875
                },
                {
                    "start": 447.66,
                    "end": 448.52,
                    "word": " to",
                    "probability": 0.89892578125
                },
                {
                    "start": 448.52,
                    "end": 449.08,
                    "word": " look",
                    "probability": 0.9150390625
                },
                {
                    "start": 449.08,
                    "end": 449.54,
                    "word": " different",
                    "probability": 0.69482421875
                },
                {
                    "start": 449.54,
                    "end": 449.62,
                    "word": ",",
                    "probability": 0.78173828125
                },
                {
                    "start": 449.62,
                    "end": 449.8,
                    "word": " which",
                    "probability": 0.912109375
                },
                {
                    "start": 449.8,
                    "end": 450.02,
                    "word": " makes",
                    "probability": 0.70556640625
                }
            ]
        },
        {
            "id": 78,
            "seek": 47234,
            "start": 450.02,
            "end": 456.44,
            "text": " our problem a lot easier. When we are designing these sequences, we're using an evolutionary",
            "tokens": [
                50364,
                527,
                1154,
                257,
                688,
                3571,
                13,
                1133,
                321,
                366,
                14685,
                613,
                22978,
                11,
                321,
                434,
                1228,
                364,
                27567,
                50700
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19374999801317852,
            "compression_ratio": 1.673913043478261,
            "no_speech_prob": 0.0017547607421875,
            "words": [
                {
                    "start": 450.02,
                    "end": 450.12,
                    "word": " our",
                    "probability": 0.10040283203125
                },
                {
                    "start": 450.12,
                    "end": 450.42,
                    "word": " problem",
                    "probability": 0.76708984375
                },
                {
                    "start": 450.64,
                    "end": 450.82,
                    "word": " a lot",
                    "probability": 0.88330078125
                },
                {
                    "start": 450.82,
                    "end": 451.24,
                    "word": " easier",
                    "probability": 0.9091796875
                },
                {
                    "start": 451.24,
                    "end": 451.84,
                    "word": ".",
                    "probability": 0.94384765625
                },
                {
                    "start": 453.12,
                    "end": 453.72,
                    "word": " When",
                    "probability": 0.791015625
                },
                {
                    "start": 453.72,
                    "end": 453.96,
                    "word": " we",
                    "probability": 0.90869140625
                },
                {
                    "start": 453.96,
                    "end": 454.26,
                    "word": " are",
                    "probability": 0.89453125
                },
                {
                    "start": 454.26,
                    "end": 454.78,
                    "word": " designing",
                    "probability": 0.853515625
                },
                {
                    "start": 454.78,
                    "end": 455.04,
                    "word": " these",
                    "probability": 0.68505859375
                },
                {
                    "start": 455.04,
                    "end": 455.42,
                    "word": " sequences",
                    "probability": 0.9072265625
                },
                {
                    "start": 455.42,
                    "end": 455.42,
                    "word": ",",
                    "probability": 0.73974609375
                },
                {
                    "start": 455.42,
                    "end": 455.74,
                    "word": " we're",
                    "probability": 0.91552734375
                },
                {
                    "start": 455.74,
                    "end": 455.92,
                    "word": " using",
                    "probability": 0.81201171875
                },
                {
                    "start": 455.92,
                    "end": 456.06,
                    "word": " an",
                    "probability": 0.802734375
                },
                {
                    "start": 456.06,
                    "end": 456.44,
                    "word": " evolutionary",
                    "probability": 0.7890625
                }
            ]
        },
        {
            "id": 79,
            "seek": 47234,
            "start": 456.44,
            "end": 461.62,
            "text": " process. We're starting out with an initial batch of them. We throw our 90 sticks in our virtual",
            "tokens": [
                50700,
                1399,
                13,
                492,
                434,
                2891,
                484,
                365,
                364,
                5883,
                15245,
                295,
                552,
                13,
                492,
                3507,
                527,
                4289,
                12518,
                294,
                527,
                6374,
                50948
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19374999801317852,
            "compression_ratio": 1.673913043478261,
            "no_speech_prob": 0.0017547607421875,
            "words": [
                {
                    "start": 456.44,
                    "end": 457.24,
                    "word": " process",
                    "probability": 0.8740234375
                },
                {
                    "start": 457.24,
                    "end": 457.52,
                    "word": ".",
                    "probability": 0.939453125
                },
                {
                    "start": 457.52,
                    "end": 457.78,
                    "word": " We're",
                    "probability": 0.92919921875
                },
                {
                    "start": 457.78,
                    "end": 458.06,
                    "word": " starting",
                    "probability": 0.83642578125
                },
                {
                    "start": 458.06,
                    "end": 458.28,
                    "word": " out",
                    "probability": 0.81201171875
                },
                {
                    "start": 458.28,
                    "end": 458.44,
                    "word": " with",
                    "probability": 0.8017578125
                },
                {
                    "start": 458.44,
                    "end": 458.64,
                    "word": " an",
                    "probability": 0.81103515625
                },
                {
                    "start": 458.64,
                    "end": 458.96,
                    "word": " initial",
                    "probability": 0.8720703125
                },
                {
                    "start": 458.96,
                    "end": 459.3,
                    "word": " batch",
                    "probability": 0.83203125
                },
                {
                    "start": 459.3,
                    "end": 459.42,
                    "word": " of",
                    "probability": 0.8955078125
                },
                {
                    "start": 459.42,
                    "end": 459.58,
                    "word": " them",
                    "probability": 0.7333984375
                },
                {
                    "start": 459.58,
                    "end": 459.7,
                    "word": ".",
                    "probability": 0.32177734375
                },
                {
                    "start": 459.7,
                    "end": 459.7,
                    "word": " We",
                    "probability": 0.7978515625
                },
                {
                    "start": 459.7,
                    "end": 460.0,
                    "word": " throw",
                    "probability": 0.65576171875
                },
                {
                    "start": 460.0,
                    "end": 460.2,
                    "word": " our",
                    "probability": 0.77490234375
                },
                {
                    "start": 460.2,
                    "end": 460.46,
                    "word": " 90",
                    "probability": 0.51513671875
                },
                {
                    "start": 460.46,
                    "end": 460.82,
                    "word": " sticks",
                    "probability": 0.81005859375
                },
                {
                    "start": 460.82,
                    "end": 461.14,
                    "word": " in",
                    "probability": 0.346435546875
                },
                {
                    "start": 461.14,
                    "end": 461.3,
                    "word": " our",
                    "probability": 0.7724609375
                },
                {
                    "start": 461.3,
                    "end": 461.62,
                    "word": " virtual",
                    "probability": 0.90234375
                }
            ]
        },
        {
            "id": 80,
            "seek": 47234,
            "start": 461.62,
            "end": 468.86,
            "text": " well plate, simulate what they look like, and then compute how different they are. And we will then",
            "tokens": [
                50948,
                731,
                5924,
                11,
                27817,
                437,
                436,
                574,
                411,
                11,
                293,
                550,
                14722,
                577,
                819,
                436,
                366,
                13,
                400,
                321,
                486,
                550,
                51300
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19374999801317852,
            "compression_ratio": 1.673913043478261,
            "no_speech_prob": 0.0017547607421875,
            "words": [
                {
                    "start": 461.62,
                    "end": 461.98,
                    "word": " well",
                    "probability": 0.85400390625
                },
                {
                    "start": 461.98,
                    "end": 462.28,
                    "word": " plate",
                    "probability": 0.765625
                },
                {
                    "start": 462.28,
                    "end": 463.12,
                    "word": ",",
                    "probability": 0.86181640625
                },
                {
                    "start": 463.12,
                    "end": 463.56,
                    "word": " simulate",
                    "probability": 0.92822265625
                },
                {
                    "start": 463.56,
                    "end": 463.84,
                    "word": " what",
                    "probability": 0.888671875
                },
                {
                    "start": 463.84,
                    "end": 463.98,
                    "word": " they",
                    "probability": 0.74365234375
                },
                {
                    "start": 463.98,
                    "end": 464.2,
                    "word": " look",
                    "probability": 0.9208984375
                },
                {
                    "start": 464.2,
                    "end": 464.46,
                    "word": " like",
                    "probability": 0.88330078125
                },
                {
                    "start": 464.46,
                    "end": 464.5,
                    "word": ",",
                    "probability": 0.8076171875
                },
                {
                    "start": 464.5,
                    "end": 464.66,
                    "word": " and",
                    "probability": 0.88818359375
                },
                {
                    "start": 464.66,
                    "end": 464.84,
                    "word": " then",
                    "probability": 0.71435546875
                },
                {
                    "start": 464.84,
                    "end": 465.4,
                    "word": " compute",
                    "probability": 0.8642578125
                },
                {
                    "start": 465.4,
                    "end": 465.84,
                    "word": " how",
                    "probability": 0.90185546875
                },
                {
                    "start": 465.84,
                    "end": 466.58,
                    "word": " different",
                    "probability": 0.59765625
                },
                {
                    "start": 466.58,
                    "end": 466.84,
                    "word": " they",
                    "probability": 0.74365234375
                },
                {
                    "start": 466.84,
                    "end": 467.1,
                    "word": " are",
                    "probability": 0.8935546875
                },
                {
                    "start": 467.1,
                    "end": 467.66,
                    "word": ".",
                    "probability": 0.82275390625
                },
                {
                    "start": 467.66,
                    "end": 468.0,
                    "word": " And",
                    "probability": 0.7412109375
                },
                {
                    "start": 468.0,
                    "end": 468.2,
                    "word": " we",
                    "probability": 0.88525390625
                },
                {
                    "start": 468.2,
                    "end": 468.48,
                    "word": " will",
                    "probability": 0.81689453125
                },
                {
                    "start": 468.48,
                    "end": 468.86,
                    "word": " then",
                    "probability": 0.73779296875
                }
            ]
        },
        {
            "id": 81,
            "seek": 47234,
            "start": 468.86,
            "end": 475.84,
            "text": " start an evolutionary process where we shuffle them, mutate them, and then make sure that we're",
            "tokens": [
                51328,
                722,
                364,
                27567,
                1399,
                689,
                321,
                39426,
                552,
                11,
                5839,
                473,
                552,
                11,
                293,
                550,
                652,
                988,
                300,
                321,
                434,
                51652
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19374999801317852,
            "compression_ratio": 1.673913043478261,
            "no_speech_prob": 0.0017547607421875,
            "words": [
                {
                    "start": 468.86,
                    "end": 469.6,
                    "word": " start",
                    "probability": 0.86572265625
                },
                {
                    "start": 469.6,
                    "end": 469.82,
                    "word": " an",
                    "probability": 0.89794921875
                },
                {
                    "start": 469.82,
                    "end": 470.24,
                    "word": " evolutionary",
                    "probability": 0.779296875
                },
                {
                    "start": 470.24,
                    "end": 470.7,
                    "word": " process",
                    "probability": 0.869140625
                },
                {
                    "start": 470.7,
                    "end": 471.04,
                    "word": " where",
                    "probability": 0.82177734375
                },
                {
                    "start": 471.04,
                    "end": 471.34,
                    "word": " we",
                    "probability": 0.91455078125
                },
                {
                    "start": 471.34,
                    "end": 471.88,
                    "word": " shuffle",
                    "probability": 0.8154296875
                },
                {
                    "start": 471.88,
                    "end": 472.24,
                    "word": " them",
                    "probability": 0.74951171875
                },
                {
                    "start": 472.24,
                    "end": 472.46,
                    "word": ",",
                    "probability": 0.9892578125
                },
                {
                    "start": 472.46,
                    "end": 472.78,
                    "word": " mutate",
                    "probability": 0.949951171875
                },
                {
                    "start": 472.78,
                    "end": 473.22,
                    "word": " them",
                    "probability": 0.74169921875
                },
                {
                    "start": 473.22,
                    "end": 473.3,
                    "word": ",",
                    "probability": 0.94921875
                },
                {
                    "start": 473.3,
                    "end": 473.74,
                    "word": " and",
                    "probability": 0.89208984375
                },
                {
                    "start": 473.74,
                    "end": 474.04,
                    "word": " then",
                    "probability": 0.72607421875
                },
                {
                    "start": 474.04,
                    "end": 475.24,
                    "word": " make",
                    "probability": 0.8681640625
                },
                {
                    "start": 475.24,
                    "end": 475.44,
                    "word": " sure",
                    "probability": 0.8115234375
                },
                {
                    "start": 475.44,
                    "end": 475.62,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 475.62,
                    "end": 475.84,
                    "word": " we're",
                    "probability": 0.930908203125
                }
            ]
        },
        {
            "id": 82,
            "seek": 49824,
            "start": 475.84,
            "end": 481.08,
            "text": " improving things. It's kind of like a guess and check method that will make these look visually",
            "tokens": [
                50376,
                11470,
                721,
                13,
                467,
                311,
                733,
                295,
                411,
                257,
                2041,
                293,
                1520,
                3170,
                300,
                486,
                652,
                613,
                574,
                19622,
                50628
            ],
            "temperature": 0.0,
            "avg_logprob": -0.265086200730554,
            "compression_ratio": 1.6594827586206897,
            "no_speech_prob": 0.00970458984375,
            "words": [
                {
                    "start": 475.84,
                    "end": 476.28,
                    "word": " improving",
                    "probability": 0.00803375244140625
                },
                {
                    "start": 476.28,
                    "end": 476.9,
                    "word": " things",
                    "probability": 0.70849609375
                },
                {
                    "start": 476.9,
                    "end": 476.96,
                    "word": ".",
                    "probability": 0.64697265625
                },
                {
                    "start": 476.96,
                    "end": 477.1,
                    "word": " It's",
                    "probability": 0.7342529296875
                },
                {
                    "start": 477.1,
                    "end": 477.24,
                    "word": " kind",
                    "probability": 0.73583984375
                },
                {
                    "start": 477.24,
                    "end": 477.3,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 477.3,
                    "end": 477.46,
                    "word": " like",
                    "probability": 0.8525390625
                },
                {
                    "start": 477.58,
                    "end": 477.82,
                    "word": " a guess",
                    "probability": 0.8388671875
                },
                {
                    "start": 477.82,
                    "end": 477.98,
                    "word": " and",
                    "probability": 0.630859375
                },
                {
                    "start": 477.98,
                    "end": 478.16,
                    "word": " check",
                    "probability": 0.83740234375
                },
                {
                    "start": 478.16,
                    "end": 478.54,
                    "word": " method",
                    "probability": 0.8603515625
                },
                {
                    "start": 478.54,
                    "end": 478.98,
                    "word": " that",
                    "probability": 0.85205078125
                },
                {
                    "start": 478.98,
                    "end": 479.4,
                    "word": " will",
                    "probability": 0.81103515625
                },
                {
                    "start": 479.4,
                    "end": 480.16,
                    "word": " make",
                    "probability": 0.875
                },
                {
                    "start": 480.16,
                    "end": 480.38,
                    "word": " these",
                    "probability": 0.69873046875
                },
                {
                    "start": 480.38,
                    "end": 480.66,
                    "word": " look",
                    "probability": 0.9169921875
                },
                {
                    "start": 480.66,
                    "end": 481.08,
                    "word": " visually",
                    "probability": 0.84228515625
                }
            ]
        },
        {
            "id": 83,
            "seek": 49824,
            "start": 481.08,
            "end": 490.54,
            "text": " different. And basically the lighter colors here are more similar, so they look like similar",
            "tokens": [
                50628,
                819,
                13,
                400,
                1936,
                264,
                11546,
                4577,
                510,
                366,
                544,
                2531,
                11,
                370,
                436,
                574,
                411,
                2531,
                51096
            ],
            "temperature": 0.0,
            "avg_logprob": -0.265086200730554,
            "compression_ratio": 1.6594827586206897,
            "no_speech_prob": 0.00970458984375,
            "words": [
                {
                    "start": 481.08,
                    "end": 481.64,
                    "word": " different",
                    "probability": 0.68359375
                },
                {
                    "start": 481.64,
                    "end": 482.1,
                    "word": ".",
                    "probability": 0.755859375
                },
                {
                    "start": 483.54,
                    "end": 483.88,
                    "word": " And",
                    "probability": 0.6015625
                },
                {
                    "start": 483.88,
                    "end": 486.12,
                    "word": " basically",
                    "probability": 0.71337890625
                },
                {
                    "start": 486.12,
                    "end": 486.32,
                    "word": " the",
                    "probability": 0.55126953125
                },
                {
                    "start": 486.32,
                    "end": 486.5,
                    "word": " lighter",
                    "probability": 0.7802734375
                },
                {
                    "start": 486.5,
                    "end": 486.86,
                    "word": " colors",
                    "probability": 0.8037109375
                },
                {
                    "start": 486.86,
                    "end": 487.08,
                    "word": " here",
                    "probability": 0.8037109375
                },
                {
                    "start": 487.08,
                    "end": 487.3,
                    "word": " are",
                    "probability": 0.68896484375
                },
                {
                    "start": 487.3,
                    "end": 487.7,
                    "word": " more",
                    "probability": 0.88134765625
                },
                {
                    "start": 487.7,
                    "end": 488.1,
                    "word": " similar",
                    "probability": 0.92822265625
                },
                {
                    "start": 488.1,
                    "end": 488.24,
                    "word": ",",
                    "probability": 0.34423828125
                },
                {
                    "start": 488.24,
                    "end": 488.34,
                    "word": " so",
                    "probability": 0.90087890625
                },
                {
                    "start": 488.34,
                    "end": 488.62,
                    "word": " they",
                    "probability": 0.7421875
                },
                {
                    "start": 488.62,
                    "end": 489.68,
                    "word": " look",
                    "probability": 0.91162109375
                },
                {
                    "start": 489.68,
                    "end": 490.0,
                    "word": " like",
                    "probability": 0.88037109375
                },
                {
                    "start": 490.0,
                    "end": 490.54,
                    "word": " similar",
                    "probability": 0.473876953125
                }
            ]
        },
        {
            "id": 84,
            "seek": 49824,
            "start": 490.54,
            "end": 495.92,
            "text": " swiggles. And then you can see that this guy looks very different from this after this full process",
            "tokens": [
                51096,
                1693,
                19469,
                13,
                400,
                550,
                291,
                393,
                536,
                300,
                341,
                2146,
                1542,
                588,
                819,
                490,
                341,
                934,
                341,
                1577,
                1399,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.265086200730554,
            "compression_ratio": 1.6594827586206897,
            "no_speech_prob": 0.00970458984375,
            "words": [
                {
                    "start": 490.54,
                    "end": 490.92,
                    "word": " swiggles",
                    "probability": 0.56640625
                },
                {
                    "start": 490.92,
                    "end": 491.14,
                    "word": ".",
                    "probability": 0.30712890625
                },
                {
                    "start": 491.14,
                    "end": 491.2,
                    "word": " And",
                    "probability": 0.86474609375
                },
                {
                    "start": 491.2,
                    "end": 491.46,
                    "word": " then",
                    "probability": 0.70751953125
                },
                {
                    "start": 491.46,
                    "end": 491.88,
                    "word": " you",
                    "probability": 0.85302734375
                },
                {
                    "start": 491.88,
                    "end": 492.04,
                    "word": " can",
                    "probability": 0.8994140625
                },
                {
                    "start": 492.04,
                    "end": 492.24,
                    "word": " see",
                    "probability": 0.81201171875
                },
                {
                    "start": 492.24,
                    "end": 492.4,
                    "word": " that",
                    "probability": 0.258056640625
                },
                {
                    "start": 492.4,
                    "end": 493.26,
                    "word": " this",
                    "probability": 0.333251953125
                },
                {
                    "start": 493.26,
                    "end": 493.5,
                    "word": " guy",
                    "probability": 0.7841796875
                },
                {
                    "start": 493.5,
                    "end": 493.84,
                    "word": " looks",
                    "probability": 0.802734375
                },
                {
                    "start": 493.84,
                    "end": 494.1,
                    "word": " very",
                    "probability": 0.7392578125
                },
                {
                    "start": 494.1,
                    "end": 494.36,
                    "word": " different",
                    "probability": 0.6865234375
                },
                {
                    "start": 494.36,
                    "end": 494.54,
                    "word": " from",
                    "probability": 0.81591796875
                },
                {
                    "start": 494.54,
                    "end": 494.74,
                    "word": " this",
                    "probability": 0.87939453125
                },
                {
                    "start": 494.74,
                    "end": 495.0,
                    "word": " after",
                    "probability": 0.67236328125
                },
                {
                    "start": 495.0,
                    "end": 495.22,
                    "word": " this",
                    "probability": 0.85888671875
                },
                {
                    "start": 495.22,
                    "end": 495.44,
                    "word": " full",
                    "probability": 0.75634765625
                },
                {
                    "start": 495.44,
                    "end": 495.92,
                    "word": " process",
                    "probability": 0.8388671875
                }
            ]
        },
        {
            "id": 85,
            "seek": 49824,
            "start": 495.92,
            "end": 501.74,
            "text": " here. I don't want to pretend like this is the first time anybody has come up with anything that",
            "tokens": [
                51364,
                510,
                13,
                286,
                500,
                380,
                528,
                281,
                11865,
                411,
                341,
                307,
                264,
                700,
                565,
                4472,
                575,
                808,
                493,
                365,
                1340,
                300,
                51656
            ],
            "temperature": 0.0,
            "avg_logprob": -0.265086200730554,
            "compression_ratio": 1.6594827586206897,
            "no_speech_prob": 0.00970458984375,
            "words": [
                {
                    "start": 495.92,
                    "end": 496.14,
                    "word": " here",
                    "probability": 0.77734375
                },
                {
                    "start": 496.14,
                    "end": 496.6,
                    "word": ".",
                    "probability": 0.994140625
                },
                {
                    "start": 498.22,
                    "end": 498.68,
                    "word": " I",
                    "probability": 0.806640625
                },
                {
                    "start": 498.68,
                    "end": 498.78,
                    "word": " don't",
                    "probability": 0.948486328125
                },
                {
                    "start": 498.78,
                    "end": 498.92,
                    "word": " want",
                    "probability": 0.75048828125
                },
                {
                    "start": 498.92,
                    "end": 498.98,
                    "word": " to",
                    "probability": 0.8876953125
                },
                {
                    "start": 498.98,
                    "end": 499.18,
                    "word": " pretend",
                    "probability": 0.7568359375
                },
                {
                    "start": 499.18,
                    "end": 499.46,
                    "word": " like",
                    "probability": 0.7900390625
                },
                {
                    "start": 499.46,
                    "end": 499.66,
                    "word": " this",
                    "probability": 0.87841796875
                },
                {
                    "start": 499.66,
                    "end": 499.72,
                    "word": " is",
                    "probability": 0.8935546875
                },
                {
                    "start": 499.72,
                    "end": 499.82,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 499.82,
                    "end": 499.98,
                    "word": " first",
                    "probability": 0.8134765625
                },
                {
                    "start": 499.98,
                    "end": 500.14,
                    "word": " time",
                    "probability": 0.8115234375
                },
                {
                    "start": 500.14,
                    "end": 500.44,
                    "word": " anybody",
                    "probability": 0.763671875
                },
                {
                    "start": 500.44,
                    "end": 500.7,
                    "word": " has",
                    "probability": 0.89794921875
                },
                {
                    "start": 500.7,
                    "end": 500.86,
                    "word": " come",
                    "probability": 0.79541015625
                },
                {
                    "start": 500.86,
                    "end": 501.0,
                    "word": " up",
                    "probability": 0.9013671875
                },
                {
                    "start": 501.0,
                    "end": 501.18,
                    "word": " with",
                    "probability": 0.8193359375
                },
                {
                    "start": 501.18,
                    "end": 501.5,
                    "word": " anything",
                    "probability": 0.84716796875
                },
                {
                    "start": 501.5,
                    "end": 501.74,
                    "word": " that",
                    "probability": 0.87255859375
                }
            ]
        },
        {
            "id": 86,
            "seek": 52380,
            "start": 501.74,
            "end": 507.46,
            "text": " is working with raw nanopore data. There's in particular a group that is working with",
            "tokens": [
                50364,
                307,
                1364,
                365,
                8936,
                14067,
                404,
                418,
                1412,
                13,
                821,
                311,
                294,
                1729,
                257,
                1594,
                300,
                307,
                1364,
                365,
                50648
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20605468889698386,
            "compression_ratio": 1.7429906542056075,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 501.74,
                    "end": 501.9,
                    "word": " is",
                    "probability": 0.1680908203125
                },
                {
                    "start": 501.9,
                    "end": 502.34,
                    "word": " working",
                    "probability": 0.7197265625
                },
                {
                    "start": 502.34,
                    "end": 502.58,
                    "word": " with",
                    "probability": 0.8173828125
                },
                {
                    "start": 502.58,
                    "end": 502.96,
                    "word": " raw",
                    "probability": 0.80908203125
                },
                {
                    "start": 502.96,
                    "end": 503.6,
                    "word": " nanopore",
                    "probability": 0.8582356770833334
                },
                {
                    "start": 503.6,
                    "end": 503.92,
                    "word": " data",
                    "probability": 0.830078125
                },
                {
                    "start": 503.92,
                    "end": 504.48,
                    "word": ".",
                    "probability": 0.91162109375
                },
                {
                    "start": 504.96,
                    "end": 505.12,
                    "word": " There's",
                    "probability": 0.884765625
                },
                {
                    "start": 505.12,
                    "end": 505.6,
                    "word": " in",
                    "probability": 0.53125
                },
                {
                    "start": 505.6,
                    "end": 506.04,
                    "word": " particular",
                    "probability": 0.83349609375
                },
                {
                    "start": 506.26,
                    "end": 506.46,
                    "word": " a group",
                    "probability": 0.85498046875
                },
                {
                    "start": 506.46,
                    "end": 506.68,
                    "word": " that",
                    "probability": 0.88134765625
                },
                {
                    "start": 506.68,
                    "end": 506.9,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 506.9,
                    "end": 507.18,
                    "word": " working",
                    "probability": 0.72216796875
                },
                {
                    "start": 507.18,
                    "end": 507.46,
                    "word": " with",
                    "probability": 0.8154296875
                }
            ]
        },
        {
            "id": 87,
            "seek": 52380,
            "start": 507.46,
            "end": 514.76,
            "text": " demultiplexing. And for anybody unfamiliar, multiplexing is a tool that is used to add",
            "tokens": [
                50648,
                1371,
                723,
                647,
                2021,
                278,
                13,
                400,
                337,
                4472,
                29415,
                11,
                3311,
                2021,
                278,
                307,
                257,
                2290,
                300,
                307,
                1143,
                281,
                909,
                51016
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20605468889698386,
            "compression_ratio": 1.7429906542056075,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 507.46,
                    "end": 508.42,
                    "word": " demultiplexing",
                    "probability": 0.9232421875
                },
                {
                    "start": 508.42,
                    "end": 508.98,
                    "word": ".",
                    "probability": 0.67529296875
                },
                {
                    "start": 509.12,
                    "end": 509.2,
                    "word": " And",
                    "probability": 0.390625
                },
                {
                    "start": 509.2,
                    "end": 509.32,
                    "word": " for",
                    "probability": 0.88232421875
                },
                {
                    "start": 509.32,
                    "end": 509.56,
                    "word": " anybody",
                    "probability": 0.7607421875
                },
                {
                    "start": 509.56,
                    "end": 510.04,
                    "word": " unfamiliar",
                    "probability": 0.80322265625
                },
                {
                    "start": 510.04,
                    "end": 510.56,
                    "word": ",",
                    "probability": 0.89111328125
                },
                {
                    "start": 510.56,
                    "end": 511.2,
                    "word": " multiplexing",
                    "probability": 0.9560546875
                },
                {
                    "start": 511.2,
                    "end": 511.52,
                    "word": " is",
                    "probability": 0.90625
                },
                {
                    "start": 512.0,
                    "end": 512.52,
                    "word": " a tool",
                    "probability": 0.88818359375
                },
                {
                    "start": 512.52,
                    "end": 512.8,
                    "word": " that",
                    "probability": 0.87548828125
                },
                {
                    "start": 512.8,
                    "end": 513.0,
                    "word": " is",
                    "probability": 0.90673828125
                },
                {
                    "start": 513.0,
                    "end": 513.36,
                    "word": " used",
                    "probability": 0.80224609375
                },
                {
                    "start": 513.36,
                    "end": 513.9,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 513.9,
                    "end": 514.76,
                    "word": " add",
                    "probability": 0.81005859375
                }
            ]
        },
        {
            "id": 88,
            "seek": 52380,
            "start": 514.76,
            "end": 521.6,
            "text": " barcodes on to a sample so that any reads that you get back out on the other side can be associated",
            "tokens": [
                51016,
                2159,
                66,
                4789,
                322,
                281,
                257,
                6889,
                370,
                300,
                604,
                15700,
                300,
                291,
                483,
                646,
                484,
                322,
                264,
                661,
                1252,
                393,
                312,
                6615,
                51360
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20605468889698386,
            "compression_ratio": 1.7429906542056075,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 514.76,
                    "end": 515.46,
                    "word": " barcodes",
                    "probability": 0.91455078125
                },
                {
                    "start": 515.46,
                    "end": 515.88,
                    "word": " on",
                    "probability": 0.44921875
                },
                {
                    "start": 515.88,
                    "end": 516.5,
                    "word": " to",
                    "probability": 0.8994140625
                },
                {
                    "start": 516.78,
                    "end": 517.06,
                    "word": " a sample",
                    "probability": 0.779296875
                },
                {
                    "start": 517.06,
                    "end": 518.06,
                    "word": " so",
                    "probability": 0.55615234375
                },
                {
                    "start": 518.06,
                    "end": 518.22,
                    "word": " that",
                    "probability": 0.875
                },
                {
                    "start": 518.22,
                    "end": 518.44,
                    "word": " any",
                    "probability": 0.80615234375
                },
                {
                    "start": 518.44,
                    "end": 518.72,
                    "word": " reads",
                    "probability": 0.81005859375
                },
                {
                    "start": 518.72,
                    "end": 518.82,
                    "word": " that",
                    "probability": 0.8759765625
                },
                {
                    "start": 518.82,
                    "end": 518.9,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 518.9,
                    "end": 519.08,
                    "word": " get",
                    "probability": 0.8896484375
                },
                {
                    "start": 519.08,
                    "end": 519.38,
                    "word": " back",
                    "probability": 0.81396484375
                },
                {
                    "start": 519.38,
                    "end": 519.68,
                    "word": " out",
                    "probability": 0.82666015625
                },
                {
                    "start": 519.68,
                    "end": 519.94,
                    "word": " on",
                    "probability": 0.89599609375
                },
                {
                    "start": 519.94,
                    "end": 520.08,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 520.08,
                    "end": 520.26,
                    "word": " other",
                    "probability": 0.78564453125
                },
                {
                    "start": 520.26,
                    "end": 520.66,
                    "word": " side",
                    "probability": 0.8173828125
                },
                {
                    "start": 520.66,
                    "end": 521.02,
                    "word": " can",
                    "probability": 0.8681640625
                },
                {
                    "start": 521.02,
                    "end": 521.16,
                    "word": " be",
                    "probability": 0.90673828125
                },
                {
                    "start": 521.16,
                    "end": 521.6,
                    "word": " associated",
                    "probability": 0.8544921875
                }
            ]
        },
        {
            "id": 89,
            "seek": 52380,
            "start": 521.6,
            "end": 527.3,
            "text": " with a particular sample. And then at the end you can go separate things out and make it so that you",
            "tokens": [
                51360,
                365,
                257,
                1729,
                6889,
                13,
                400,
                550,
                412,
                264,
                917,
                291,
                393,
                352,
                4994,
                721,
                484,
                293,
                652,
                309,
                370,
                300,
                291,
                51644
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20605468889698386,
            "compression_ratio": 1.7429906542056075,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 521.6,
                    "end": 521.84,
                    "word": " with",
                    "probability": 0.8154296875
                },
                {
                    "start": 521.96,
                    "end": 522.28,
                    "word": " a particular",
                    "probability": 0.80224609375
                },
                {
                    "start": 522.28,
                    "end": 522.86,
                    "word": " sample",
                    "probability": 0.77294921875
                },
                {
                    "start": 522.86,
                    "end": 523.38,
                    "word": ".",
                    "probability": 0.94970703125
                },
                {
                    "start": 523.38,
                    "end": 523.6,
                    "word": " And",
                    "probability": 0.89013671875
                },
                {
                    "start": 523.6,
                    "end": 523.72,
                    "word": " then",
                    "probability": 0.72607421875
                },
                {
                    "start": 523.72,
                    "end": 523.84,
                    "word": " at",
                    "probability": 0.85693359375
                },
                {
                    "start": 523.84,
                    "end": 523.94,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 523.94,
                    "end": 524.08,
                    "word": " end",
                    "probability": 0.8232421875
                },
                {
                    "start": 524.08,
                    "end": 524.2,
                    "word": " you",
                    "probability": 0.26611328125
                },
                {
                    "start": 524.2,
                    "end": 524.38,
                    "word": " can",
                    "probability": 0.89794921875
                },
                {
                    "start": 524.38,
                    "end": 524.52,
                    "word": " go",
                    "probability": 0.8837890625
                },
                {
                    "start": 524.52,
                    "end": 524.84,
                    "word": " separate",
                    "probability": 0.875
                },
                {
                    "start": 524.84,
                    "end": 525.12,
                    "word": " things",
                    "probability": 0.73193359375
                },
                {
                    "start": 525.12,
                    "end": 525.36,
                    "word": " out",
                    "probability": 0.8271484375
                },
                {
                    "start": 525.36,
                    "end": 525.72,
                    "word": " and",
                    "probability": 0.8642578125
                },
                {
                    "start": 525.72,
                    "end": 525.98,
                    "word": " make",
                    "probability": 0.87255859375
                },
                {
                    "start": 525.98,
                    "end": 526.22,
                    "word": " it",
                    "probability": 0.9013671875
                },
                {
                    "start": 526.22,
                    "end": 526.9,
                    "word": " so",
                    "probability": 0.87255859375
                },
                {
                    "start": 526.9,
                    "end": 527.12,
                    "word": " that",
                    "probability": 0.87939453125
                },
                {
                    "start": 527.12,
                    "end": 527.3,
                    "word": " you",
                    "probability": 0.89501953125
                }
            ]
        },
        {
            "id": 90,
            "seek": 54986,
            "start": 527.3,
            "end": 533.2,
            "text": " are only working on your one sample at a time. And what they've done in this case is taken",
            "tokens": [
                50364,
                366,
                787,
                1364,
                322,
                428,
                472,
                6889,
                412,
                257,
                565,
                13,
                400,
                437,
                436,
                600,
                1096,
                294,
                341,
                1389,
                307,
                2726,
                50660
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19304434842960808,
            "compression_ratio": 1.658008658008658,
            "no_speech_prob": 4.1961669921875e-05,
            "words": [
                {
                    "start": 527.3,
                    "end": 527.54,
                    "word": " are",
                    "probability": 0.671875
                },
                {
                    "start": 527.54,
                    "end": 527.88,
                    "word": " only",
                    "probability": 0.86962890625
                },
                {
                    "start": 527.88,
                    "end": 528.2,
                    "word": " working",
                    "probability": 0.7275390625
                },
                {
                    "start": 528.2,
                    "end": 528.58,
                    "word": " on",
                    "probability": 0.90869140625
                },
                {
                    "start": 528.58,
                    "end": 528.88,
                    "word": " your",
                    "probability": 0.650390625
                },
                {
                    "start": 528.88,
                    "end": 529.14,
                    "word": " one",
                    "probability": 0.818359375
                },
                {
                    "start": 529.14,
                    "end": 529.5,
                    "word": " sample",
                    "probability": 0.76708984375
                },
                {
                    "start": 529.5,
                    "end": 529.84,
                    "word": " at",
                    "probability": 0.90234375
                },
                {
                    "start": 529.96,
                    "end": 530.2,
                    "word": " a time",
                    "probability": 0.806640625
                },
                {
                    "start": 530.2,
                    "end": 530.76,
                    "word": ".",
                    "probability": 0.8955078125
                },
                {
                    "start": 531.08,
                    "end": 531.6,
                    "word": " And",
                    "probability": 0.8544921875
                },
                {
                    "start": 531.6,
                    "end": 531.76,
                    "word": " what",
                    "probability": 0.86376953125
                },
                {
                    "start": 531.76,
                    "end": 531.96,
                    "word": " they've",
                    "probability": 0.844970703125
                },
                {
                    "start": 531.96,
                    "end": 532.1,
                    "word": " done",
                    "probability": 0.80517578125
                },
                {
                    "start": 532.1,
                    "end": 532.22,
                    "word": " in",
                    "probability": 0.89501953125
                },
                {
                    "start": 532.22,
                    "end": 532.38,
                    "word": " this",
                    "probability": 0.880859375
                },
                {
                    "start": 532.38,
                    "end": 532.68,
                    "word": " case",
                    "probability": 0.80517578125
                },
                {
                    "start": 532.68,
                    "end": 532.92,
                    "word": " is",
                    "probability": 0.8330078125
                },
                {
                    "start": 532.92,
                    "end": 533.2,
                    "word": " taken",
                    "probability": 0.61865234375
                }
            ]
        },
        {
            "id": 91,
            "seek": 54986,
            "start": 533.86,
            "end": 540.0,
            "text": " the barcodes that Oxford Nanopore has produced for multiplexing, they found a subset of them,",
            "tokens": [
                50692,
                264,
                2159,
                66,
                4789,
                300,
                24786,
                18852,
                404,
                418,
                575,
                7126,
                337,
                3311,
                2021,
                278,
                11,
                436,
                1352,
                257,
                25993,
                295,
                552,
                11,
                51000
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19304434842960808,
            "compression_ratio": 1.658008658008658,
            "no_speech_prob": 4.1961669921875e-05,
            "words": [
                {
                    "start": 533.86,
                    "end": 534.14,
                    "word": " the",
                    "probability": 0.8076171875
                },
                {
                    "start": 534.14,
                    "end": 534.66,
                    "word": " barcodes",
                    "probability": 0.9117838541666666
                },
                {
                    "start": 534.66,
                    "end": 534.78,
                    "word": " that",
                    "probability": 0.4521484375
                },
                {
                    "start": 534.78,
                    "end": 535.06,
                    "word": " Oxford",
                    "probability": 0.76513671875
                },
                {
                    "start": 535.06,
                    "end": 535.5,
                    "word": " Nanopore",
                    "probability": 0.8893229166666666
                },
                {
                    "start": 535.5,
                    "end": 535.78,
                    "word": " has",
                    "probability": 0.89404296875
                },
                {
                    "start": 535.78,
                    "end": 536.24,
                    "word": " produced",
                    "probability": 0.82861328125
                },
                {
                    "start": 536.24,
                    "end": 536.76,
                    "word": " for",
                    "probability": 0.89794921875
                },
                {
                    "start": 536.76,
                    "end": 537.66,
                    "word": " multiplexing",
                    "probability": 0.9449869791666666
                },
                {
                    "start": 537.66,
                    "end": 538.54,
                    "word": ",",
                    "probability": 0.496826171875
                },
                {
                    "start": 538.54,
                    "end": 538.88,
                    "word": " they",
                    "probability": 0.609375
                },
                {
                    "start": 538.88,
                    "end": 539.06,
                    "word": " found",
                    "probability": 0.884765625
                },
                {
                    "start": 539.22,
                    "end": 539.52,
                    "word": " a subset",
                    "probability": 0.69580078125
                },
                {
                    "start": 539.52,
                    "end": 539.76,
                    "word": " of",
                    "probability": 0.90966796875
                },
                {
                    "start": 539.76,
                    "end": 540.0,
                    "word": " them",
                    "probability": 0.74072265625
                },
                {
                    "start": 540.0,
                    "end": 540.0,
                    "word": ",",
                    "probability": 0.445068359375
                }
            ]
        },
        {
            "id": 92,
            "seek": 54986,
            "start": 540.0,
            "end": 547.8,
            "text": " and then can identify those using the raw nanopore signal. One challenge that they have is that they",
            "tokens": [
                51000,
                293,
                550,
                393,
                5876,
                729,
                1228,
                264,
                8936,
                14067,
                404,
                418,
                6358,
                13,
                1485,
                3430,
                300,
                436,
                362,
                307,
                300,
                436,
                51388
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19304434842960808,
            "compression_ratio": 1.658008658008658,
            "no_speech_prob": 4.1961669921875e-05,
            "words": [
                {
                    "start": 540.0,
                    "end": 540.28,
                    "word": " and",
                    "probability": 0.89306640625
                },
                {
                    "start": 540.28,
                    "end": 540.58,
                    "word": " then",
                    "probability": 0.71826171875
                },
                {
                    "start": 540.58,
                    "end": 541.36,
                    "word": " can",
                    "probability": 0.8984375
                },
                {
                    "start": 541.36,
                    "end": 542.28,
                    "word": " identify",
                    "probability": 0.89111328125
                },
                {
                    "start": 542.28,
                    "end": 542.72,
                    "word": " those",
                    "probability": 0.8525390625
                },
                {
                    "start": 542.72,
                    "end": 543.06,
                    "word": " using",
                    "probability": 0.80908203125
                },
                {
                    "start": 543.06,
                    "end": 543.3,
                    "word": " the",
                    "probability": 0.81298828125
                },
                {
                    "start": 543.3,
                    "end": 543.52,
                    "word": " raw",
                    "probability": 0.74365234375
                },
                {
                    "start": 543.52,
                    "end": 543.88,
                    "word": " nanopore",
                    "probability": 0.81103515625
                },
                {
                    "start": 543.88,
                    "end": 544.24,
                    "word": " signal",
                    "probability": 0.79541015625
                },
                {
                    "start": 544.24,
                    "end": 544.8,
                    "word": ".",
                    "probability": 0.99658203125
                },
                {
                    "start": 545.9,
                    "end": 546.46,
                    "word": " One",
                    "probability": 0.84423828125
                },
                {
                    "start": 546.46,
                    "end": 546.94,
                    "word": " challenge",
                    "probability": 0.78515625
                },
                {
                    "start": 546.94,
                    "end": 547.06,
                    "word": " that",
                    "probability": 0.861328125
                },
                {
                    "start": 547.06,
                    "end": 547.16,
                    "word": " they",
                    "probability": 0.73974609375
                },
                {
                    "start": 547.16,
                    "end": 547.4,
                    "word": " have",
                    "probability": 0.8798828125
                },
                {
                    "start": 547.4,
                    "end": 547.52,
                    "word": " is",
                    "probability": 0.87939453125
                },
                {
                    "start": 547.52,
                    "end": 547.64,
                    "word": " that",
                    "probability": 0.87890625
                },
                {
                    "start": 547.64,
                    "end": 547.8,
                    "word": " they",
                    "probability": 0.74072265625
                }
            ]
        },
        {
            "id": 93,
            "seek": 54986,
            "start": 547.8,
            "end": 553.36,
            "text": " didn't have the ability to design them specifically to identify them later, meaning that they are",
            "tokens": [
                51388,
                994,
                380,
                362,
                264,
                3485,
                281,
                1715,
                552,
                4682,
                281,
                5876,
                552,
                1780,
                11,
                3620,
                300,
                436,
                366,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19304434842960808,
            "compression_ratio": 1.658008658008658,
            "no_speech_prob": 4.1961669921875e-05,
            "words": [
                {
                    "start": 547.8,
                    "end": 548.16,
                    "word": " didn't",
                    "probability": 0.9296875
                },
                {
                    "start": 548.16,
                    "end": 548.66,
                    "word": " have",
                    "probability": 0.88720703125
                },
                {
                    "start": 548.66,
                    "end": 548.78,
                    "word": " the",
                    "probability": 0.8095703125
                },
                {
                    "start": 548.78,
                    "end": 549.04,
                    "word": " ability",
                    "probability": 0.8603515625
                },
                {
                    "start": 549.04,
                    "end": 549.3,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 549.3,
                    "end": 549.66,
                    "word": " design",
                    "probability": 0.91552734375
                },
                {
                    "start": 549.66,
                    "end": 550.0,
                    "word": " them",
                    "probability": 0.73193359375
                },
                {
                    "start": 550.0,
                    "end": 551.24,
                    "word": " specifically",
                    "probability": 0.71240234375
                },
                {
                    "start": 551.24,
                    "end": 551.74,
                    "word": " to",
                    "probability": 0.90087890625
                },
                {
                    "start": 551.74,
                    "end": 552.18,
                    "word": " identify",
                    "probability": 0.9013671875
                },
                {
                    "start": 552.18,
                    "end": 552.44,
                    "word": " them",
                    "probability": 0.73974609375
                },
                {
                    "start": 552.44,
                    "end": 552.72,
                    "word": " later",
                    "probability": 0.88134765625
                },
                {
                    "start": 552.72,
                    "end": 552.84,
                    "word": ",",
                    "probability": 0.81640625
                },
                {
                    "start": 552.84,
                    "end": 553.02,
                    "word": " meaning",
                    "probability": 0.8134765625
                },
                {
                    "start": 553.02,
                    "end": 553.16,
                    "word": " that",
                    "probability": 0.65966796875
                },
                {
                    "start": 553.16,
                    "end": 553.26,
                    "word": " they",
                    "probability": 0.73486328125
                },
                {
                    "start": 553.26,
                    "end": 553.36,
                    "word": " are",
                    "probability": 0.6083984375
                }
            ]
        },
        {
            "id": 94,
            "seek": 57312,
            "start": 553.36,
            "end": 559.24,
            "text": " working with a much more challenging problem than we are. But it's a pretty cool tool and",
            "tokens": [
                50364,
                1364,
                365,
                257,
                709,
                544,
                7595,
                1154,
                813,
                321,
                366,
                13,
                583,
                309,
                311,
                257,
                1238,
                1627,
                2290,
                293,
                50652
            ],
            "temperature": 0.0,
            "avg_logprob": -0.202452955707427,
            "compression_ratio": 1.5555555555555556,
            "no_speech_prob": 0.00040459632873535156,
            "words": [
                {
                    "start": 553.36,
                    "end": 553.52,
                    "word": " working",
                    "probability": 0.1785888671875
                },
                {
                    "start": 553.52,
                    "end": 553.74,
                    "word": " with",
                    "probability": 0.8095703125
                },
                {
                    "start": 553.84,
                    "end": 554.06,
                    "word": " a much",
                    "probability": 0.80078125
                },
                {
                    "start": 554.06,
                    "end": 554.58,
                    "word": " more",
                    "probability": 0.89013671875
                },
                {
                    "start": 554.58,
                    "end": 554.98,
                    "word": " challenging",
                    "probability": 0.78857421875
                },
                {
                    "start": 554.98,
                    "end": 555.38,
                    "word": " problem",
                    "probability": 0.77734375
                },
                {
                    "start": 555.38,
                    "end": 555.6,
                    "word": " than",
                    "probability": 0.8623046875
                },
                {
                    "start": 555.6,
                    "end": 555.8,
                    "word": " we",
                    "probability": 0.90966796875
                },
                {
                    "start": 555.8,
                    "end": 556.1,
                    "word": " are",
                    "probability": 0.892578125
                },
                {
                    "start": 556.1,
                    "end": 556.54,
                    "word": ".",
                    "probability": 0.56005859375
                },
                {
                    "start": 557.3,
                    "end": 557.74,
                    "word": " But",
                    "probability": 0.82080078125
                },
                {
                    "start": 557.74,
                    "end": 558.12,
                    "word": " it's",
                    "probability": 0.94287109375
                },
                {
                    "start": 558.34,
                    "end": 558.5,
                    "word": " a pretty",
                    "probability": 0.87255859375
                },
                {
                    "start": 558.5,
                    "end": 558.72,
                    "word": " cool",
                    "probability": 0.87939453125
                },
                {
                    "start": 558.72,
                    "end": 558.96,
                    "word": " tool",
                    "probability": 0.8759765625
                },
                {
                    "start": 558.96,
                    "end": 559.24,
                    "word": " and",
                    "probability": 0.61376953125
                }
            ]
        },
        {
            "id": 95,
            "seek": 57312,
            "start": 559.24,
            "end": 566.94,
            "text": " it's been very useful for folks. And then another one, it's currently you can't just go buy",
            "tokens": [
                50652,
                309,
                311,
                668,
                588,
                4420,
                337,
                4024,
                13,
                400,
                550,
                1071,
                472,
                11,
                309,
                311,
                4362,
                291,
                393,
                380,
                445,
                352,
                2256,
                51020
            ],
            "temperature": 0.0,
            "avg_logprob": -0.202452955707427,
            "compression_ratio": 1.5555555555555556,
            "no_speech_prob": 0.00040459632873535156,
            "words": [
                {
                    "start": 559.24,
                    "end": 559.34,
                    "word": " it's",
                    "probability": 0.933349609375
                },
                {
                    "start": 559.34,
                    "end": 559.5,
                    "word": " been",
                    "probability": 0.8212890625
                },
                {
                    "start": 559.5,
                    "end": 559.94,
                    "word": " very",
                    "probability": 0.72412109375
                },
                {
                    "start": 559.94,
                    "end": 560.22,
                    "word": " useful",
                    "probability": 0.78662109375
                },
                {
                    "start": 560.22,
                    "end": 560.48,
                    "word": " for",
                    "probability": 0.88720703125
                },
                {
                    "start": 560.48,
                    "end": 560.88,
                    "word": " folks",
                    "probability": 0.68359375
                },
                {
                    "start": 560.88,
                    "end": 561.32,
                    "word": ".",
                    "probability": 0.99267578125
                },
                {
                    "start": 562.74,
                    "end": 562.84,
                    "word": " And",
                    "probability": 0.7685546875
                },
                {
                    "start": 562.84,
                    "end": 562.96,
                    "word": " then",
                    "probability": 0.73486328125
                },
                {
                    "start": 562.96,
                    "end": 563.22,
                    "word": " another",
                    "probability": 0.82421875
                },
                {
                    "start": 563.22,
                    "end": 563.66,
                    "word": " one",
                    "probability": 0.822265625
                },
                {
                    "start": 563.66,
                    "end": 564.4,
                    "word": ",",
                    "probability": 0.5869140625
                },
                {
                    "start": 564.4,
                    "end": 564.62,
                    "word": " it's",
                    "probability": 0.773681640625
                },
                {
                    "start": 564.62,
                    "end": 565.1,
                    "word": " currently",
                    "probability": 0.66162109375
                },
                {
                    "start": 565.1,
                    "end": 565.44,
                    "word": " you",
                    "probability": 0.5341796875
                },
                {
                    "start": 565.44,
                    "end": 565.78,
                    "word": " can't",
                    "probability": 0.943359375
                },
                {
                    "start": 565.78,
                    "end": 565.94,
                    "word": " just",
                    "probability": 0.88623046875
                },
                {
                    "start": 565.94,
                    "end": 566.16,
                    "word": " go",
                    "probability": 0.89111328125
                },
                {
                    "start": 566.16,
                    "end": 566.94,
                    "word": " buy",
                    "probability": 0.6064453125
                }
            ]
        },
        {
            "id": 96,
            "seek": 57312,
            "start": 568.22,
            "end": 572.42,
            "text": " multiplexing barcodes for RNA. And so there's a group that developed four barcodes that they",
            "tokens": [
                51092,
                3311,
                2021,
                278,
                2159,
                66,
                4789,
                337,
                22484,
                13,
                400,
                370,
                456,
                311,
                257,
                1594,
                300,
                4743,
                1451,
                2159,
                66,
                4789,
                300,
                436,
                51316
            ],
            "temperature": 0.0,
            "avg_logprob": -0.202452955707427,
            "compression_ratio": 1.5555555555555556,
            "no_speech_prob": 0.00040459632873535156,
            "words": [
                {
                    "start": 568.22,
                    "end": 568.66,
                    "word": " multiplexing",
                    "probability": 0.9078776041666666
                },
                {
                    "start": 568.66,
                    "end": 569.06,
                    "word": " barcodes",
                    "probability": 0.9314778645833334
                },
                {
                    "start": 569.06,
                    "end": 569.3,
                    "word": " for",
                    "probability": 0.8916015625
                },
                {
                    "start": 569.3,
                    "end": 569.64,
                    "word": " RNA",
                    "probability": 0.91455078125
                },
                {
                    "start": 569.64,
                    "end": 570.08,
                    "word": ".",
                    "probability": 0.75732421875
                },
                {
                    "start": 570.38,
                    "end": 570.5,
                    "word": " And",
                    "probability": 0.8564453125
                },
                {
                    "start": 570.5,
                    "end": 570.62,
                    "word": " so",
                    "probability": 0.90087890625
                },
                {
                    "start": 570.62,
                    "end": 570.78,
                    "word": " there's",
                    "probability": 0.887939453125
                },
                {
                    "start": 570.86,
                    "end": 571.0,
                    "word": " a group",
                    "probability": 0.85791015625
                },
                {
                    "start": 571.0,
                    "end": 571.14,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 571.14,
                    "end": 571.44,
                    "word": " developed",
                    "probability": 0.65869140625
                },
                {
                    "start": 571.44,
                    "end": 571.68,
                    "word": " four",
                    "probability": 0.82275390625
                },
                {
                    "start": 571.68,
                    "end": 572.12,
                    "word": " barcodes",
                    "probability": 0.943359375
                },
                {
                    "start": 572.12,
                    "end": 572.28,
                    "word": " that",
                    "probability": 0.87890625
                },
                {
                    "start": 572.28,
                    "end": 572.42,
                    "word": " they",
                    "probability": 0.7412109375
                }
            ]
        },
        {
            "id": 97,
            "seek": 57312,
            "start": 572.42,
            "end": 576.62,
            "text": " could then identify, which is really similar to what we're doing. We kind of developed it",
            "tokens": [
                51316,
                727,
                550,
                5876,
                11,
                597,
                307,
                534,
                2531,
                281,
                437,
                321,
                434,
                884,
                13,
                492,
                733,
                295,
                4743,
                309,
                51524
            ],
            "temperature": 0.0,
            "avg_logprob": -0.202452955707427,
            "compression_ratio": 1.5555555555555556,
            "no_speech_prob": 0.00040459632873535156,
            "words": [
                {
                    "start": 572.42,
                    "end": 572.6,
                    "word": " could",
                    "probability": 0.80517578125
                },
                {
                    "start": 572.6,
                    "end": 572.9,
                    "word": " then",
                    "probability": 0.73193359375
                },
                {
                    "start": 572.9,
                    "end": 573.64,
                    "word": " identify",
                    "probability": 0.8857421875
                },
                {
                    "start": 573.64,
                    "end": 573.78,
                    "word": ",",
                    "probability": 0.712890625
                },
                {
                    "start": 573.78,
                    "end": 573.9,
                    "word": " which",
                    "probability": 0.9130859375
                },
                {
                    "start": 573.9,
                    "end": 573.98,
                    "word": " is",
                    "probability": 0.8984375
                },
                {
                    "start": 573.98,
                    "end": 574.18,
                    "word": " really",
                    "probability": 0.79248046875
                },
                {
                    "start": 574.18,
                    "end": 574.48,
                    "word": " similar",
                    "probability": 0.93408203125
                },
                {
                    "start": 574.48,
                    "end": 574.68,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 574.68,
                    "end": 574.82,
                    "word": " what",
                    "probability": 0.88720703125
                },
                {
                    "start": 574.82,
                    "end": 575.0,
                    "word": " we're",
                    "probability": 0.924560546875
                },
                {
                    "start": 575.0,
                    "end": 575.32,
                    "word": " doing",
                    "probability": 0.9130859375
                },
                {
                    "start": 575.32,
                    "end": 575.64,
                    "word": ".",
                    "probability": 0.9404296875
                },
                {
                    "start": 575.64,
                    "end": 575.86,
                    "word": " We",
                    "probability": 0.8876953125
                },
                {
                    "start": 575.86,
                    "end": 576.02,
                    "word": " kind",
                    "probability": 0.67724609375
                },
                {
                    "start": 576.02,
                    "end": 576.12,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 576.12,
                    "end": 576.46,
                    "word": " developed",
                    "probability": 0.6630859375
                },
                {
                    "start": 576.46,
                    "end": 576.62,
                    "word": " it",
                    "probability": 0.8935546875
                }
            ]
        },
        {
            "id": 98,
            "seek": 60092,
            "start": 576.62,
            "end": 579.56,
            "text": " independently, but it is a similar process.",
            "tokens": [
                50364,
                21761,
                11,
                457,
                309,
                307,
                257,
                2531,
                1399,
                13,
                50484
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21155024568239847,
            "compression_ratio": 1.6381322957198443,
            "no_speech_prob": 0.0007915496826171875,
            "words": [
                {
                    "start": 576.62,
                    "end": 577.04,
                    "word": " independently",
                    "probability": 0.458740234375
                },
                {
                    "start": 577.04,
                    "end": 577.24,
                    "word": ",",
                    "probability": 0.9013671875
                },
                {
                    "start": 577.24,
                    "end": 577.4,
                    "word": " but",
                    "probability": 0.89892578125
                },
                {
                    "start": 577.4,
                    "end": 577.58,
                    "word": " it",
                    "probability": 0.9013671875
                },
                {
                    "start": 577.58,
                    "end": 577.82,
                    "word": " is",
                    "probability": 0.9052734375
                },
                {
                    "start": 578.28,
                    "end": 578.48,
                    "word": " a similar",
                    "probability": 0.9091796875
                },
                {
                    "start": 578.48,
                    "end": 579.06,
                    "word": " process",
                    "probability": 0.8642578125
                },
                {
                    "start": 579.06,
                    "end": 579.56,
                    "word": ".",
                    "probability": 0.8193359375
                }
            ]
        },
        {
            "id": 99,
            "seek": 60092,
            "start": 582.06,
            "end": 586.6,
            "text": " However, and the way that all of these work is kind of classifying them similarly. We're",
            "tokens": [
                50636,
                2908,
                11,
                293,
                264,
                636,
                300,
                439,
                295,
                613,
                589,
                307,
                733,
                295,
                1508,
                5489,
                552,
                14138,
                13,
                492,
                434,
                50868
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21155024568239847,
            "compression_ratio": 1.6381322957198443,
            "no_speech_prob": 0.0007915496826171875,
            "words": [
                {
                    "start": 582.06,
                    "end": 582.56,
                    "word": " However",
                    "probability": 0.80224609375
                },
                {
                    "start": 582.56,
                    "end": 583.06,
                    "word": ",",
                    "probability": 0.8095703125
                },
                {
                    "start": 583.06,
                    "end": 583.28,
                    "word": " and",
                    "probability": 0.60888671875
                },
                {
                    "start": 583.28,
                    "end": 583.36,
                    "word": " the",
                    "probability": 0.81787109375
                },
                {
                    "start": 583.36,
                    "end": 583.48,
                    "word": " way",
                    "probability": 0.89697265625
                },
                {
                    "start": 583.48,
                    "end": 583.58,
                    "word": " that",
                    "probability": 0.86474609375
                },
                {
                    "start": 583.58,
                    "end": 583.76,
                    "word": " all",
                    "probability": 0.8994140625
                },
                {
                    "start": 583.76,
                    "end": 583.88,
                    "word": " of",
                    "probability": 0.74267578125
                },
                {
                    "start": 583.88,
                    "end": 584.02,
                    "word": " these",
                    "probability": 0.7021484375
                },
                {
                    "start": 584.02,
                    "end": 584.42,
                    "word": " work",
                    "probability": 0.79833984375
                },
                {
                    "start": 584.42,
                    "end": 584.88,
                    "word": " is",
                    "probability": 0.86376953125
                },
                {
                    "start": 584.88,
                    "end": 585.04,
                    "word": " kind",
                    "probability": 0.822265625
                },
                {
                    "start": 585.04,
                    "end": 585.1,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 585.1,
                    "end": 585.58,
                    "word": " classifying",
                    "probability": 0.931884765625
                },
                {
                    "start": 585.58,
                    "end": 585.74,
                    "word": " them",
                    "probability": 0.7421875
                },
                {
                    "start": 585.74,
                    "end": 586.2,
                    "word": " similarly",
                    "probability": 0.79052734375
                },
                {
                    "start": 586.2,
                    "end": 586.36,
                    "word": ".",
                    "probability": 0.4892578125
                },
                {
                    "start": 586.36,
                    "end": 586.6,
                    "word": " We're",
                    "probability": 0.91650390625
                }
            ]
        },
        {
            "id": 100,
            "seek": 60092,
            "start": 586.6,
            "end": 593.24,
            "text": " trying to just identify what little barcode is present in the individual reads. Our training",
            "tokens": [
                50868,
                1382,
                281,
                445,
                5876,
                437,
                707,
                2159,
                22332,
                307,
                1974,
                294,
                264,
                2609,
                15700,
                13,
                2621,
                3097,
                51192
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21155024568239847,
            "compression_ratio": 1.6381322957198443,
            "no_speech_prob": 0.0007915496826171875,
            "words": [
                {
                    "start": 586.6,
                    "end": 586.98,
                    "word": " trying",
                    "probability": 0.80517578125
                },
                {
                    "start": 586.98,
                    "end": 587.16,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 587.16,
                    "end": 587.44,
                    "word": " just",
                    "probability": 0.89404296875
                },
                {
                    "start": 587.44,
                    "end": 588.34,
                    "word": " identify",
                    "probability": 0.8818359375
                },
                {
                    "start": 588.34,
                    "end": 589.18,
                    "word": " what",
                    "probability": 0.85888671875
                },
                {
                    "start": 589.18,
                    "end": 589.92,
                    "word": " little",
                    "probability": 0.7783203125
                },
                {
                    "start": 589.92,
                    "end": 590.4,
                    "word": " barcode",
                    "probability": 0.8740234375
                },
                {
                    "start": 590.4,
                    "end": 590.58,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 590.58,
                    "end": 590.86,
                    "word": " present",
                    "probability": 0.7783203125
                },
                {
                    "start": 590.86,
                    "end": 591.06,
                    "word": " in",
                    "probability": 0.8818359375
                },
                {
                    "start": 591.06,
                    "end": 591.2,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 591.2,
                    "end": 591.6,
                    "word": " individual",
                    "probability": 0.7353515625
                },
                {
                    "start": 591.6,
                    "end": 592.02,
                    "word": " reads",
                    "probability": 0.80615234375
                },
                {
                    "start": 592.02,
                    "end": 592.52,
                    "word": ".",
                    "probability": 0.95703125
                },
                {
                    "start": 592.78,
                    "end": 592.98,
                    "word": " Our",
                    "probability": 0.892578125
                },
                {
                    "start": 592.98,
                    "end": 593.24,
                    "word": " training",
                    "probability": 0.80810546875
                }
            ]
        },
        {
            "id": 101,
            "seek": 60092,
            "start": 593.24,
            "end": 597.78,
            "text": " data, we label the squiggles using sequencing data and then spread all the bits across a bunch",
            "tokens": [
                51192,
                1412,
                11,
                321,
                7645,
                264,
                2339,
                19469,
                1228,
                32693,
                1412,
                293,
                550,
                3974,
                439,
                264,
                9239,
                2108,
                257,
                3840,
                51420
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21155024568239847,
            "compression_ratio": 1.6381322957198443,
            "no_speech_prob": 0.0007915496826171875,
            "words": [
                {
                    "start": 593.24,
                    "end": 593.54,
                    "word": " data",
                    "probability": 0.82958984375
                },
                {
                    "start": 593.54,
                    "end": 593.7,
                    "word": ",",
                    "probability": 0.62744140625
                },
                {
                    "start": 593.7,
                    "end": 593.78,
                    "word": " we",
                    "probability": 0.8876953125
                },
                {
                    "start": 593.78,
                    "end": 594.04,
                    "word": " label",
                    "probability": 0.6337890625
                },
                {
                    "start": 594.04,
                    "end": 594.24,
                    "word": " the",
                    "probability": 0.77294921875
                },
                {
                    "start": 594.24,
                    "end": 594.58,
                    "word": " squiggles",
                    "probability": 0.912841796875
                },
                {
                    "start": 594.58,
                    "end": 595.22,
                    "word": " using",
                    "probability": 0.8134765625
                },
                {
                    "start": 595.22,
                    "end": 595.7,
                    "word": " sequencing",
                    "probability": 0.93798828125
                },
                {
                    "start": 595.7,
                    "end": 596.02,
                    "word": " data",
                    "probability": 0.80810546875
                },
                {
                    "start": 596.02,
                    "end": 596.36,
                    "word": " and",
                    "probability": 0.63916015625
                },
                {
                    "start": 596.36,
                    "end": 596.56,
                    "word": " then",
                    "probability": 0.71875
                },
                {
                    "start": 596.56,
                    "end": 596.8,
                    "word": " spread",
                    "probability": 0.87158203125
                },
                {
                    "start": 596.8,
                    "end": 596.96,
                    "word": " all",
                    "probability": 0.8916015625
                },
                {
                    "start": 596.96,
                    "end": 597.08,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 597.08,
                    "end": 597.28,
                    "word": " bits",
                    "probability": 0.83203125
                },
                {
                    "start": 597.28,
                    "end": 597.54,
                    "word": " across",
                    "probability": 0.71826171875
                },
                {
                    "start": 597.7,
                    "end": 597.78,
                    "word": " a bunch",
                    "probability": 0.8154296875
                }
            ]
        },
        {
            "id": 102,
            "seek": 60092,
            "start": 597.78,
            "end": 604.42,
            "text": " of different runs, then test data with half of the bits, and we ended up using a five-layer CNN with",
            "tokens": [
                51420,
                295,
                819,
                6676,
                11,
                550,
                1500,
                1412,
                365,
                1922,
                295,
                264,
                9239,
                11,
                293,
                321,
                4590,
                493,
                1228,
                257,
                1732,
                12,
                8376,
                260,
                24859,
                365,
                51752
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21155024568239847,
            "compression_ratio": 1.6381322957198443,
            "no_speech_prob": 0.0007915496826171875,
            "words": [
                {
                    "start": 597.78,
                    "end": 597.88,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 597.88,
                    "end": 598.06,
                    "word": " different",
                    "probability": 0.7099609375
                },
                {
                    "start": 598.06,
                    "end": 598.34,
                    "word": " runs",
                    "probability": 0.8251953125
                },
                {
                    "start": 598.34,
                    "end": 598.66,
                    "word": ",",
                    "probability": 0.437255859375
                },
                {
                    "start": 598.66,
                    "end": 599.34,
                    "word": " then",
                    "probability": 0.72802734375
                },
                {
                    "start": 599.34,
                    "end": 599.74,
                    "word": " test",
                    "probability": 0.8056640625
                },
                {
                    "start": 599.74,
                    "end": 600.0,
                    "word": " data",
                    "probability": 0.8203125
                },
                {
                    "start": 600.0,
                    "end": 600.3,
                    "word": " with",
                    "probability": 0.8173828125
                },
                {
                    "start": 600.3,
                    "end": 600.64,
                    "word": " half",
                    "probability": 0.83544921875
                },
                {
                    "start": 600.64,
                    "end": 600.76,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 600.76,
                    "end": 600.84,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 600.84,
                    "end": 601.08,
                    "word": " bits",
                    "probability": 0.82470703125
                },
                {
                    "start": 601.08,
                    "end": 601.42,
                    "word": ",",
                    "probability": 0.497802734375
                },
                {
                    "start": 601.42,
                    "end": 602.22,
                    "word": " and",
                    "probability": 0.89501953125
                },
                {
                    "start": 602.22,
                    "end": 602.7,
                    "word": " we",
                    "probability": 0.84716796875
                },
                {
                    "start": 602.7,
                    "end": 602.9,
                    "word": " ended",
                    "probability": 0.7236328125
                },
                {
                    "start": 602.9,
                    "end": 603.02,
                    "word": " up",
                    "probability": 0.9013671875
                },
                {
                    "start": 603.02,
                    "end": 603.2,
                    "word": " using",
                    "probability": 0.82080078125
                },
                {
                    "start": 603.34,
                    "end": 603.54,
                    "word": " a five",
                    "probability": 0.642578125
                },
                {
                    "start": 603.54,
                    "end": 603.8,
                    "word": "-layer",
                    "probability": 0.7727864583333334
                },
                {
                    "start": 603.8,
                    "end": 604.1,
                    "word": " CNN",
                    "probability": 0.82373046875
                },
                {
                    "start": 604.1,
                    "end": 604.42,
                    "word": " with",
                    "probability": 0.8076171875
                }
            ]
        },
        {
            "id": 103,
            "seek": 62540,
            "start": 604.7,
            "end": 608.58,
            "text": " a fully connected layer and softmax. And this is all stuff that I'm happy to answer more questions",
            "tokens": [
                50364,
                257,
                4498,
                4582,
                4583,
                293,
                2787,
                41167,
                13,
                400,
                341,
                307,
                439,
                1507,
                300,
                286,
                478,
                2055,
                281,
                1867,
                544,
                1651,
                50572
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19395380936886952,
            "compression_ratio": 1.5732217573221758,
            "no_speech_prob": 0.0003459453582763672,
            "words": [
                {
                    "start": 604.7,
                    "end": 605.1,
                    "word": " a fully",
                    "probability": 0.787109375
                },
                {
                    "start": 605.1,
                    "end": 605.4,
                    "word": " connected",
                    "probability": 0.69873046875
                },
                {
                    "start": 605.4,
                    "end": 605.68,
                    "word": " layer",
                    "probability": 0.78955078125
                },
                {
                    "start": 605.68,
                    "end": 606.08,
                    "word": " and",
                    "probability": 0.7841796875
                },
                {
                    "start": 606.08,
                    "end": 606.6,
                    "word": " softmax",
                    "probability": 0.728271484375
                },
                {
                    "start": 606.6,
                    "end": 606.74,
                    "word": ".",
                    "probability": 0.68115234375
                },
                {
                    "start": 606.74,
                    "end": 606.76,
                    "word": " And",
                    "probability": 0.74951171875
                },
                {
                    "start": 606.76,
                    "end": 606.88,
                    "word": " this",
                    "probability": 0.87060546875
                },
                {
                    "start": 606.88,
                    "end": 606.98,
                    "word": " is",
                    "probability": 0.90087890625
                },
                {
                    "start": 606.98,
                    "end": 607.12,
                    "word": " all",
                    "probability": 0.70263671875
                },
                {
                    "start": 607.12,
                    "end": 607.3,
                    "word": " stuff",
                    "probability": 0.734375
                },
                {
                    "start": 607.3,
                    "end": 607.4,
                    "word": " that",
                    "probability": 0.6171875
                },
                {
                    "start": 607.4,
                    "end": 607.5,
                    "word": " I'm",
                    "probability": 0.9931640625
                },
                {
                    "start": 607.5,
                    "end": 607.66,
                    "word": " happy",
                    "probability": 0.78271484375
                },
                {
                    "start": 607.66,
                    "end": 607.8,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 607.8,
                    "end": 608.04,
                    "word": " answer",
                    "probability": 0.89404296875
                },
                {
                    "start": 608.04,
                    "end": 608.24,
                    "word": " more",
                    "probability": 0.87646484375
                },
                {
                    "start": 608.24,
                    "end": 608.58,
                    "word": " questions",
                    "probability": 0.912109375
                }
            ]
        },
        {
            "id": 104,
            "seek": 62540,
            "start": 608.58,
            "end": 617.96,
            "text": " about in greater detail later if desired. Our classification accuracy is very high. And the",
            "tokens": [
                50572,
                466,
                294,
                5044,
                2607,
                1780,
                498,
                14721,
                13,
                2621,
                21538,
                14170,
                307,
                588,
                1090,
                13,
                400,
                264,
                51036
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19395380936886952,
            "compression_ratio": 1.5732217573221758,
            "no_speech_prob": 0.0003459453582763672,
            "words": [
                {
                    "start": 608.58,
                    "end": 608.94,
                    "word": " about",
                    "probability": 0.81591796875
                },
                {
                    "start": 608.94,
                    "end": 609.82,
                    "word": " in",
                    "probability": 0.8564453125
                },
                {
                    "start": 609.82,
                    "end": 610.5,
                    "word": " greater",
                    "probability": 0.80810546875
                },
                {
                    "start": 610.5,
                    "end": 610.94,
                    "word": " detail",
                    "probability": 0.83935546875
                },
                {
                    "start": 610.94,
                    "end": 611.48,
                    "word": " later",
                    "probability": 0.86865234375
                },
                {
                    "start": 611.48,
                    "end": 611.86,
                    "word": " if",
                    "probability": 0.72021484375
                },
                {
                    "start": 611.86,
                    "end": 612.82,
                    "word": " desired",
                    "probability": 0.63232421875
                },
                {
                    "start": 612.82,
                    "end": 613.34,
                    "word": ".",
                    "probability": 0.986328125
                },
                {
                    "start": 614.84,
                    "end": 615.36,
                    "word": " Our",
                    "probability": 0.87841796875
                },
                {
                    "start": 615.36,
                    "end": 615.78,
                    "word": " classification",
                    "probability": 0.93505859375
                },
                {
                    "start": 615.78,
                    "end": 616.36,
                    "word": " accuracy",
                    "probability": 0.7626953125
                },
                {
                    "start": 616.36,
                    "end": 616.64,
                    "word": " is",
                    "probability": 0.90185546875
                },
                {
                    "start": 616.64,
                    "end": 617.0,
                    "word": " very",
                    "probability": 0.7353515625
                },
                {
                    "start": 617.0,
                    "end": 617.6,
                    "word": " high",
                    "probability": 0.865234375
                },
                {
                    "start": 617.6,
                    "end": 617.74,
                    "word": ".",
                    "probability": 0.56005859375
                },
                {
                    "start": 617.74,
                    "end": 617.82,
                    "word": " And",
                    "probability": 0.8818359375
                },
                {
                    "start": 617.82,
                    "end": 617.96,
                    "word": " the",
                    "probability": 0.81591796875
                }
            ]
        },
        {
            "id": 105,
            "seek": 62540,
            "start": 617.96,
            "end": 622.26,
            "text": " only reason that I actually say this is to show you that identifying mole bits is a totally",
            "tokens": [
                51036,
                787,
                1778,
                300,
                286,
                767,
                584,
                341,
                307,
                281,
                855,
                291,
                300,
                16696,
                6353,
                9239,
                307,
                257,
                3879,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19395380936886952,
            "compression_ratio": 1.5732217573221758,
            "no_speech_prob": 0.0003459453582763672,
            "words": [
                {
                    "start": 617.96,
                    "end": 618.12,
                    "word": " only",
                    "probability": 0.85107421875
                },
                {
                    "start": 618.12,
                    "end": 618.38,
                    "word": " reason",
                    "probability": 0.9130859375
                },
                {
                    "start": 618.38,
                    "end": 618.54,
                    "word": " that",
                    "probability": 0.85986328125
                },
                {
                    "start": 618.54,
                    "end": 618.64,
                    "word": " I",
                    "probability": 0.99951171875
                },
                {
                    "start": 618.64,
                    "end": 618.9,
                    "word": " actually",
                    "probability": 0.794921875
                },
                {
                    "start": 618.9,
                    "end": 619.14,
                    "word": " say",
                    "probability": 0.9013671875
                },
                {
                    "start": 619.14,
                    "end": 619.34,
                    "word": " this",
                    "probability": 0.88037109375
                },
                {
                    "start": 619.34,
                    "end": 619.48,
                    "word": " is",
                    "probability": 0.8857421875
                },
                {
                    "start": 619.48,
                    "end": 619.68,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 619.68,
                    "end": 620.04,
                    "word": " show",
                    "probability": 0.88671875
                },
                {
                    "start": 620.04,
                    "end": 620.18,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 620.18,
                    "end": 620.34,
                    "word": " that",
                    "probability": 0.8232421875
                },
                {
                    "start": 620.34,
                    "end": 620.88,
                    "word": " identifying",
                    "probability": 0.88623046875
                },
                {
                    "start": 620.88,
                    "end": 621.12,
                    "word": " mole",
                    "probability": 0.377685546875
                },
                {
                    "start": 621.12,
                    "end": 621.3,
                    "word": " bits",
                    "probability": 0.7529296875
                },
                {
                    "start": 621.3,
                    "end": 621.48,
                    "word": " is",
                    "probability": 0.88330078125
                },
                {
                    "start": 621.76,
                    "end": 622.26,
                    "word": " a totally",
                    "probability": 0.6884765625
                }
            ]
        },
        {
            "id": 106,
            "seek": 62540,
            "start": 622.26,
            "end": 628.9,
            "text": " non-issue. Our training accuracy is like 99.9 something, validation 97.7. It's kind of to the",
            "tokens": [
                51264,
                2107,
                12,
                891,
                622,
                13,
                2621,
                3097,
                14170,
                307,
                411,
                11803,
                13,
                24,
                746,
                11,
                24071,
                23399,
                13,
                22,
                13,
                467,
                311,
                733,
                295,
                281,
                264,
                51584
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19395380936886952,
            "compression_ratio": 1.5732217573221758,
            "no_speech_prob": 0.0003459453582763672,
            "words": [
                {
                    "start": 622.26,
                    "end": 622.7,
                    "word": " non",
                    "probability": 0.437255859375
                },
                {
                    "start": 622.7,
                    "end": 623.14,
                    "word": "-issue",
                    "probability": 0.8829752604166666
                },
                {
                    "start": 623.14,
                    "end": 623.56,
                    "word": ".",
                    "probability": 0.96630859375
                },
                {
                    "start": 623.56,
                    "end": 623.76,
                    "word": " Our",
                    "probability": 0.88232421875
                },
                {
                    "start": 623.76,
                    "end": 624.0,
                    "word": " training",
                    "probability": 0.81689453125
                },
                {
                    "start": 624.0,
                    "end": 624.4,
                    "word": " accuracy",
                    "probability": 0.779296875
                },
                {
                    "start": 624.4,
                    "end": 624.6,
                    "word": " is",
                    "probability": 0.87060546875
                },
                {
                    "start": 624.6,
                    "end": 624.72,
                    "word": " like",
                    "probability": 0.78271484375
                },
                {
                    "start": 624.72,
                    "end": 625.02,
                    "word": " 99",
                    "probability": 0.89892578125
                },
                {
                    "start": 625.02,
                    "end": 625.54,
                    "word": ".9",
                    "probability": 0.992431640625
                },
                {
                    "start": 625.54,
                    "end": 625.88,
                    "word": " something",
                    "probability": 0.60595703125
                },
                {
                    "start": 625.88,
                    "end": 626.08,
                    "word": ",",
                    "probability": 0.59228515625
                },
                {
                    "start": 626.08,
                    "end": 626.42,
                    "word": " validation",
                    "probability": 0.82470703125
                },
                {
                    "start": 626.42,
                    "end": 627.0,
                    "word": " 97",
                    "probability": 0.85205078125
                },
                {
                    "start": 627.0,
                    "end": 627.66,
                    "word": ".7",
                    "probability": 0.998291015625
                },
                {
                    "start": 627.66,
                    "end": 628.1,
                    "word": ".",
                    "probability": 0.84912109375
                },
                {
                    "start": 628.1,
                    "end": 628.34,
                    "word": " It's",
                    "probability": 0.93310546875
                },
                {
                    "start": 628.34,
                    "end": 628.54,
                    "word": " kind",
                    "probability": 0.78662109375
                },
                {
                    "start": 628.54,
                    "end": 628.64,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 628.64,
                    "end": 628.76,
                    "word": " to",
                    "probability": 0.89501953125
                },
                {
                    "start": 628.76,
                    "end": 628.9,
                    "word": " the",
                    "probability": 0.81640625
                }
            ]
        },
        {
            "id": 107,
            "seek": 65438,
            "start": 628.9,
            "end": 635.78,
            "text": " point where it's not really an issue for us to be able to identify the mole bits. However,",
            "tokens": [
                50364,
                935,
                689,
                309,
                311,
                406,
                534,
                364,
                2734,
                337,
                505,
                281,
                312,
                1075,
                281,
                5876,
                264,
                6353,
                9239,
                13,
                2908,
                11,
                50656
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18362713114828125,
            "compression_ratio": 1.7748091603053435,
            "no_speech_prob": 0.003376007080078125,
            "words": [
                {
                    "start": 628.9,
                    "end": 629.14,
                    "word": " point",
                    "probability": 0.36474609375
                },
                {
                    "start": 629.14,
                    "end": 629.78,
                    "word": " where",
                    "probability": 0.89501953125
                },
                {
                    "start": 629.78,
                    "end": 630.9,
                    "word": " it's",
                    "probability": 0.9453125
                },
                {
                    "start": 630.9,
                    "end": 631.1,
                    "word": " not",
                    "probability": 0.896484375
                },
                {
                    "start": 631.1,
                    "end": 631.42,
                    "word": " really",
                    "probability": 0.775390625
                },
                {
                    "start": 631.42,
                    "end": 632.2,
                    "word": " an",
                    "probability": 0.908203125
                },
                {
                    "start": 632.2,
                    "end": 632.46,
                    "word": " issue",
                    "probability": 0.8974609375
                },
                {
                    "start": 632.46,
                    "end": 632.72,
                    "word": " for",
                    "probability": 0.89111328125
                },
                {
                    "start": 632.72,
                    "end": 632.92,
                    "word": " us",
                    "probability": 0.9013671875
                },
                {
                    "start": 632.92,
                    "end": 633.02,
                    "word": " to",
                    "probability": 0.90771484375
                },
                {
                    "start": 633.02,
                    "end": 633.1,
                    "word": " be",
                    "probability": 0.90869140625
                },
                {
                    "start": 633.1,
                    "end": 633.18,
                    "word": " able",
                    "probability": 0.8916015625
                },
                {
                    "start": 633.18,
                    "end": 633.3,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 633.3,
                    "end": 633.62,
                    "word": " identify",
                    "probability": 0.87939453125
                },
                {
                    "start": 633.62,
                    "end": 633.86,
                    "word": " the",
                    "probability": 0.8076171875
                },
                {
                    "start": 633.86,
                    "end": 634.02,
                    "word": " mole",
                    "probability": 0.73486328125
                },
                {
                    "start": 634.02,
                    "end": 634.22,
                    "word": " bits",
                    "probability": 0.75830078125
                },
                {
                    "start": 634.22,
                    "end": 634.44,
                    "word": ".",
                    "probability": 0.76806640625
                },
                {
                    "start": 634.44,
                    "end": 634.78,
                    "word": " However",
                    "probability": 0.8330078125
                },
                {
                    "start": 634.78,
                    "end": 635.78,
                    "word": ",",
                    "probability": 0.89306640625
                }
            ]
        },
        {
            "id": 108,
            "seek": 65438,
            "start": 636.92,
            "end": 640.66,
            "text": " identifying what the tag is based on the mole bits can be a little bit more challenging.",
            "tokens": [
                50764,
                16696,
                437,
                264,
                6162,
                307,
                2361,
                322,
                264,
                6353,
                9239,
                393,
                312,
                257,
                707,
                857,
                544,
                7595,
                13,
                50936
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18362713114828125,
            "compression_ratio": 1.7748091603053435,
            "no_speech_prob": 0.003376007080078125,
            "words": [
                {
                    "start": 636.92,
                    "end": 637.36,
                    "word": " identifying",
                    "probability": 0.71826171875
                },
                {
                    "start": 637.36,
                    "end": 637.64,
                    "word": " what",
                    "probability": 0.89208984375
                },
                {
                    "start": 637.64,
                    "end": 637.78,
                    "word": " the",
                    "probability": 0.80615234375
                },
                {
                    "start": 637.78,
                    "end": 638.0,
                    "word": " tag",
                    "probability": 0.892578125
                },
                {
                    "start": 638.0,
                    "end": 638.22,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 638.22,
                    "end": 638.48,
                    "word": " based",
                    "probability": 0.8095703125
                },
                {
                    "start": 638.48,
                    "end": 638.6,
                    "word": " on",
                    "probability": 0.90673828125
                },
                {
                    "start": 638.6,
                    "end": 638.72,
                    "word": " the",
                    "probability": 0.7919921875
                },
                {
                    "start": 638.72,
                    "end": 638.86,
                    "word": " mole",
                    "probability": 0.74365234375
                },
                {
                    "start": 638.86,
                    "end": 639.04,
                    "word": " bits",
                    "probability": 0.80712890625
                },
                {
                    "start": 639.04,
                    "end": 639.16,
                    "word": " can",
                    "probability": 0.88330078125
                },
                {
                    "start": 639.16,
                    "end": 639.28,
                    "word": " be",
                    "probability": 0.904296875
                },
                {
                    "start": 639.38,
                    "end": 639.48,
                    "word": " a little",
                    "probability": 0.80517578125
                },
                {
                    "start": 639.48,
                    "end": 639.64,
                    "word": " bit",
                    "probability": 0.892578125
                },
                {
                    "start": 639.64,
                    "end": 639.8,
                    "word": " more",
                    "probability": 0.88623046875
                },
                {
                    "start": 639.8,
                    "end": 640.22,
                    "word": " challenging",
                    "probability": 0.76904296875
                },
                {
                    "start": 640.22,
                    "end": 640.66,
                    "word": ".",
                    "probability": 0.978515625
                }
            ]
        },
        {
            "id": 109,
            "seek": 65438,
            "start": 641.78,
            "end": 646.58,
            "text": " Now that we have our sandbox, we've got our molecular bits and we have a way to read them,",
            "tokens": [
                51016,
                823,
                300,
                321,
                362,
                527,
                42115,
                11,
                321,
                600,
                658,
                527,
                19046,
                9239,
                293,
                321,
                362,
                257,
                636,
                281,
                1401,
                552,
                11,
                51240
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18362713114828125,
            "compression_ratio": 1.7748091603053435,
            "no_speech_prob": 0.003376007080078125,
            "words": [
                {
                    "start": 641.78,
                    "end": 642.22,
                    "word": " Now",
                    "probability": 0.89013671875
                },
                {
                    "start": 642.22,
                    "end": 642.34,
                    "word": " that",
                    "probability": 0.875
                },
                {
                    "start": 642.34,
                    "end": 642.48,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 642.48,
                    "end": 642.74,
                    "word": " have",
                    "probability": 0.8798828125
                },
                {
                    "start": 642.74,
                    "end": 643.16,
                    "word": " our",
                    "probability": 0.8173828125
                },
                {
                    "start": 643.16,
                    "end": 643.76,
                    "word": " sandbox",
                    "probability": 0.84326171875
                },
                {
                    "start": 643.76,
                    "end": 644.02,
                    "word": ",",
                    "probability": 0.81591796875
                },
                {
                    "start": 644.02,
                    "end": 644.14,
                    "word": " we've",
                    "probability": 0.922119140625
                },
                {
                    "start": 644.14,
                    "end": 644.26,
                    "word": " got",
                    "probability": 0.89599609375
                },
                {
                    "start": 644.26,
                    "end": 644.42,
                    "word": " our",
                    "probability": 0.80322265625
                },
                {
                    "start": 644.42,
                    "end": 644.72,
                    "word": " molecular",
                    "probability": 0.685546875
                },
                {
                    "start": 644.72,
                    "end": 645.2,
                    "word": " bits",
                    "probability": 0.755859375
                },
                {
                    "start": 645.2,
                    "end": 645.34,
                    "word": " and",
                    "probability": 0.59033203125
                },
                {
                    "start": 645.34,
                    "end": 645.46,
                    "word": " we",
                    "probability": 0.90869140625
                },
                {
                    "start": 645.46,
                    "end": 645.6,
                    "word": " have",
                    "probability": 0.87939453125
                },
                {
                    "start": 645.72,
                    "end": 645.84,
                    "word": " a way",
                    "probability": 0.8935546875
                },
                {
                    "start": 645.84,
                    "end": 646.02,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 646.02,
                    "end": 646.26,
                    "word": " read",
                    "probability": 0.8994140625
                },
                {
                    "start": 646.26,
                    "end": 646.48,
                    "word": " them",
                    "probability": 0.7412109375
                },
                {
                    "start": 646.48,
                    "end": 646.58,
                    "word": ",",
                    "probability": 0.35791015625
                }
            ]
        },
        {
            "id": 110,
            "seek": 65438,
            "start": 646.58,
            "end": 652.48,
            "text": " the question is what should we encode and how should we encode it? We have our 96 bits and we",
            "tokens": [
                51240,
                264,
                1168,
                307,
                437,
                820,
                321,
                2058,
                1429,
                293,
                577,
                820,
                321,
                2058,
                1429,
                309,
                30,
                492,
                362,
                527,
                24124,
                9239,
                293,
                321,
                51540
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18362713114828125,
            "compression_ratio": 1.7748091603053435,
            "no_speech_prob": 0.003376007080078125,
            "words": [
                {
                    "start": 646.58,
                    "end": 646.66,
                    "word": " the",
                    "probability": 0.65234375
                },
                {
                    "start": 646.66,
                    "end": 646.86,
                    "word": " question",
                    "probability": 0.78857421875
                },
                {
                    "start": 646.86,
                    "end": 647.18,
                    "word": " is",
                    "probability": 0.90673828125
                },
                {
                    "start": 647.18,
                    "end": 647.56,
                    "word": " what",
                    "probability": 0.452880859375
                },
                {
                    "start": 647.56,
                    "end": 647.72,
                    "word": " should",
                    "probability": 0.9208984375
                },
                {
                    "start": 647.72,
                    "end": 647.84,
                    "word": " we",
                    "probability": 0.88427734375
                },
                {
                    "start": 647.84,
                    "end": 648.18,
                    "word": " encode",
                    "probability": 0.85205078125
                },
                {
                    "start": 648.18,
                    "end": 648.54,
                    "word": " and",
                    "probability": 0.6982421875
                },
                {
                    "start": 648.54,
                    "end": 648.76,
                    "word": " how",
                    "probability": 0.90087890625
                },
                {
                    "start": 648.76,
                    "end": 648.94,
                    "word": " should",
                    "probability": 0.91357421875
                },
                {
                    "start": 648.94,
                    "end": 649.2,
                    "word": " we",
                    "probability": 0.89892578125
                },
                {
                    "start": 649.2,
                    "end": 649.58,
                    "word": " encode",
                    "probability": 0.89208984375
                },
                {
                    "start": 649.58,
                    "end": 649.72,
                    "word": " it",
                    "probability": 0.89892578125
                },
                {
                    "start": 649.72,
                    "end": 650.0,
                    "word": "?",
                    "probability": 0.6103515625
                },
                {
                    "start": 650.0,
                    "end": 650.24,
                    "word": " We",
                    "probability": 0.89306640625
                },
                {
                    "start": 650.24,
                    "end": 650.46,
                    "word": " have",
                    "probability": 0.87646484375
                },
                {
                    "start": 650.46,
                    "end": 650.7,
                    "word": " our",
                    "probability": 0.78857421875
                },
                {
                    "start": 650.7,
                    "end": 651.18,
                    "word": " 96",
                    "probability": 0.8828125
                },
                {
                    "start": 651.18,
                    "end": 651.68,
                    "word": " bits",
                    "probability": 0.7900390625
                },
                {
                    "start": 651.68,
                    "end": 652.34,
                    "word": " and",
                    "probability": 0.5791015625
                },
                {
                    "start": 652.34,
                    "end": 652.48,
                    "word": " we",
                    "probability": 0.90625
                }
            ]
        },
        {
            "id": 111,
            "seek": 65438,
            "start": 652.48,
            "end": 657.88,
            "text": " have kind of our framework where we might want to expand our digital tag, but we have to think about",
            "tokens": [
                51540,
                362,
                733,
                295,
                527,
                8388,
                689,
                321,
                1062,
                528,
                281,
                5268,
                527,
                4562,
                6162,
                11,
                457,
                321,
                362,
                281,
                519,
                466,
                51812
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18362713114828125,
            "compression_ratio": 1.7748091603053435,
            "no_speech_prob": 0.003376007080078125,
            "words": [
                {
                    "start": 652.48,
                    "end": 652.7,
                    "word": " have",
                    "probability": 0.87939453125
                },
                {
                    "start": 652.7,
                    "end": 652.94,
                    "word": " kind",
                    "probability": 0.7734375
                },
                {
                    "start": 652.94,
                    "end": 653.02,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 653.02,
                    "end": 653.16,
                    "word": " our",
                    "probability": 0.81591796875
                },
                {
                    "start": 653.16,
                    "end": 653.54,
                    "word": " framework",
                    "probability": 0.79736328125
                },
                {
                    "start": 653.54,
                    "end": 653.76,
                    "word": " where",
                    "probability": 0.89208984375
                },
                {
                    "start": 653.76,
                    "end": 653.9,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 653.9,
                    "end": 654.06,
                    "word": " might",
                    "probability": 0.62109375
                },
                {
                    "start": 654.06,
                    "end": 654.28,
                    "word": " want",
                    "probability": 0.8173828125
                },
                {
                    "start": 654.28,
                    "end": 654.64,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 654.64,
                    "end": 655.18,
                    "word": " expand",
                    "probability": 0.8427734375
                },
                {
                    "start": 655.18,
                    "end": 655.36,
                    "word": " our",
                    "probability": 0.8095703125
                },
                {
                    "start": 655.36,
                    "end": 655.7,
                    "word": " digital",
                    "probability": 0.86572265625
                },
                {
                    "start": 655.7,
                    "end": 656.1,
                    "word": " tag",
                    "probability": 0.91357421875
                },
                {
                    "start": 656.1,
                    "end": 656.6,
                    "word": ",",
                    "probability": 0.5673828125
                },
                {
                    "start": 656.6,
                    "end": 656.84,
                    "word": " but",
                    "probability": 0.8955078125
                },
                {
                    "start": 656.84,
                    "end": 657.34,
                    "word": " we",
                    "probability": 0.90087890625
                },
                {
                    "start": 657.34,
                    "end": 657.42,
                    "word": " have",
                    "probability": 0.88037109375
                },
                {
                    "start": 657.42,
                    "end": 657.52,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 657.52,
                    "end": 657.64,
                    "word": " think",
                    "probability": 0.8037109375
                },
                {
                    "start": 657.64,
                    "end": 657.88,
                    "word": " about",
                    "probability": 0.8251953125
                }
            ]
        },
        {
            "id": 112,
            "seek": 68332,
            "start": 657.88,
            "end": 664.18,
            "text": " how we might want to do that. The most naive encoding scheme of course is mapping one digital",
            "tokens": [
                50364,
                577,
                321,
                1062,
                528,
                281,
                360,
                300,
                13,
                440,
                881,
                29052,
                43430,
                12232,
                295,
                1164,
                307,
                18350,
                472,
                4562,
                50676
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18817935378655143,
            "compression_ratio": 1.6928571428571428,
            "no_speech_prob": 0.0001233816146850586,
            "words": [
                {
                    "start": 657.88,
                    "end": 657.96,
                    "word": " how",
                    "probability": 0.05938720703125
                },
                {
                    "start": 657.96,
                    "end": 658.22,
                    "word": " we",
                    "probability": 0.8876953125
                },
                {
                    "start": 658.22,
                    "end": 658.34,
                    "word": " might",
                    "probability": 0.814453125
                },
                {
                    "start": 658.34,
                    "end": 658.52,
                    "word": " want",
                    "probability": 0.79931640625
                },
                {
                    "start": 658.52,
                    "end": 658.64,
                    "word": " to",
                    "probability": 0.90478515625
                },
                {
                    "start": 658.64,
                    "end": 658.76,
                    "word": " do",
                    "probability": 0.904296875
                },
                {
                    "start": 658.76,
                    "end": 658.98,
                    "word": " that",
                    "probability": 0.87939453125
                },
                {
                    "start": 658.98,
                    "end": 659.42,
                    "word": ".",
                    "probability": 0.97412109375
                },
                {
                    "start": 660.28,
                    "end": 660.72,
                    "word": " The",
                    "probability": 0.794921875
                },
                {
                    "start": 660.72,
                    "end": 661.06,
                    "word": " most",
                    "probability": 0.8095703125
                },
                {
                    "start": 661.06,
                    "end": 661.34,
                    "word": " naive",
                    "probability": 0.6689453125
                },
                {
                    "start": 661.34,
                    "end": 661.72,
                    "word": " encoding",
                    "probability": 0.8759765625
                },
                {
                    "start": 661.72,
                    "end": 662.02,
                    "word": " scheme",
                    "probability": 0.90625
                },
                {
                    "start": 662.02,
                    "end": 662.16,
                    "word": " of",
                    "probability": 0.3828125
                },
                {
                    "start": 662.16,
                    "end": 662.34,
                    "word": " course",
                    "probability": 0.85498046875
                },
                {
                    "start": 662.34,
                    "end": 662.52,
                    "word": " is",
                    "probability": 0.7646484375
                },
                {
                    "start": 662.52,
                    "end": 662.84,
                    "word": " mapping",
                    "probability": 0.85986328125
                },
                {
                    "start": 662.84,
                    "end": 663.86,
                    "word": " one",
                    "probability": 0.77880859375
                },
                {
                    "start": 663.86,
                    "end": 664.18,
                    "word": " digital",
                    "probability": 0.853515625
                }
            ]
        },
        {
            "id": 113,
            "seek": 68332,
            "start": 664.18,
            "end": 669.12,
            "text": " bit to one molecular bit. And this is of course not ideal because one bit error means that you",
            "tokens": [
                50676,
                857,
                281,
                472,
                19046,
                857,
                13,
                400,
                341,
                307,
                295,
                1164,
                406,
                7157,
                570,
                472,
                857,
                6713,
                1355,
                300,
                291,
                50924
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18817935378655143,
            "compression_ratio": 1.6928571428571428,
            "no_speech_prob": 0.0001233816146850586,
            "words": [
                {
                    "start": 664.18,
                    "end": 664.4,
                    "word": " bit",
                    "probability": 0.888671875
                },
                {
                    "start": 664.4,
                    "end": 664.62,
                    "word": " to",
                    "probability": 0.89501953125
                },
                {
                    "start": 664.62,
                    "end": 664.82,
                    "word": " one",
                    "probability": 0.8154296875
                },
                {
                    "start": 664.82,
                    "end": 665.16,
                    "word": " molecular",
                    "probability": 0.669921875
                },
                {
                    "start": 665.16,
                    "end": 665.48,
                    "word": " bit",
                    "probability": 0.80126953125
                },
                {
                    "start": 665.48,
                    "end": 665.92,
                    "word": ".",
                    "probability": 0.7080078125
                },
                {
                    "start": 666.24,
                    "end": 666.46,
                    "word": " And",
                    "probability": 0.69921875
                },
                {
                    "start": 666.46,
                    "end": 666.62,
                    "word": " this",
                    "probability": 0.8701171875
                },
                {
                    "start": 666.62,
                    "end": 666.76,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 666.76,
                    "end": 666.92,
                    "word": " of",
                    "probability": 0.74951171875
                },
                {
                    "start": 666.92,
                    "end": 667.08,
                    "word": " course",
                    "probability": 0.86328125
                },
                {
                    "start": 667.08,
                    "end": 667.32,
                    "word": " not",
                    "probability": 0.833984375
                },
                {
                    "start": 667.32,
                    "end": 667.72,
                    "word": " ideal",
                    "probability": 0.79150390625
                },
                {
                    "start": 667.72,
                    "end": 668.04,
                    "word": " because",
                    "probability": 0.7255859375
                },
                {
                    "start": 668.04,
                    "end": 668.34,
                    "word": " one",
                    "probability": 0.76611328125
                },
                {
                    "start": 668.34,
                    "end": 668.52,
                    "word": " bit",
                    "probability": 0.81298828125
                },
                {
                    "start": 668.52,
                    "end": 668.72,
                    "word": " error",
                    "probability": 0.81298828125
                },
                {
                    "start": 668.72,
                    "end": 668.94,
                    "word": " means",
                    "probability": 0.8828125
                },
                {
                    "start": 668.94,
                    "end": 669.06,
                    "word": " that",
                    "probability": 0.8564453125
                },
                {
                    "start": 669.06,
                    "end": 669.12,
                    "word": " you",
                    "probability": 0.8935546875
                }
            ]
        },
        {
            "id": 114,
            "seek": 68332,
            "start": 669.12,
            "end": 674.6,
            "text": " completely get the entire tag wrong. And so we want to add some error correction as alluded to",
            "tokens": [
                50924,
                2584,
                483,
                264,
                2302,
                6162,
                2085,
                13,
                400,
                370,
                321,
                528,
                281,
                909,
                512,
                6713,
                19984,
                382,
                33919,
                281,
                51200
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18817935378655143,
            "compression_ratio": 1.6928571428571428,
            "no_speech_prob": 0.0001233816146850586,
            "words": [
                {
                    "start": 669.12,
                    "end": 669.48,
                    "word": " completely",
                    "probability": 0.62353515625
                },
                {
                    "start": 669.48,
                    "end": 669.66,
                    "word": " get",
                    "probability": 0.88330078125
                },
                {
                    "start": 669.66,
                    "end": 669.78,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 669.78,
                    "end": 670.1,
                    "word": " entire",
                    "probability": 0.77880859375
                },
                {
                    "start": 670.1,
                    "end": 670.48,
                    "word": " tag",
                    "probability": 0.83837890625
                },
                {
                    "start": 670.48,
                    "end": 670.86,
                    "word": " wrong",
                    "probability": 0.8388671875
                },
                {
                    "start": 670.86,
                    "end": 671.3,
                    "word": ".",
                    "probability": 0.62255859375
                },
                {
                    "start": 671.68,
                    "end": 672.02,
                    "word": " And",
                    "probability": 0.85400390625
                },
                {
                    "start": 672.02,
                    "end": 672.44,
                    "word": " so",
                    "probability": 0.8701171875
                },
                {
                    "start": 672.44,
                    "end": 672.58,
                    "word": " we",
                    "probability": 0.80517578125
                },
                {
                    "start": 672.58,
                    "end": 672.76,
                    "word": " want",
                    "probability": 0.81787109375
                },
                {
                    "start": 672.76,
                    "end": 672.86,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 672.86,
                    "end": 673.0,
                    "word": " add",
                    "probability": 0.8134765625
                },
                {
                    "start": 673.0,
                    "end": 673.2,
                    "word": " some",
                    "probability": 0.8291015625
                },
                {
                    "start": 673.2,
                    "end": 673.42,
                    "word": " error",
                    "probability": 0.81396484375
                },
                {
                    "start": 673.42,
                    "end": 673.76,
                    "word": " correction",
                    "probability": 0.84521484375
                },
                {
                    "start": 673.76,
                    "end": 674.02,
                    "word": " as",
                    "probability": 0.76220703125
                },
                {
                    "start": 674.02,
                    "end": 674.36,
                    "word": " alluded",
                    "probability": 0.88623046875
                },
                {
                    "start": 674.36,
                    "end": 674.6,
                    "word": " to",
                    "probability": 0.90087890625
                }
            ]
        },
        {
            "id": 115,
            "seek": 68332,
            "start": 674.6,
            "end": 680.44,
            "text": " previously. What we'll do is we'll reserve some bits for the tag and then use the rest of them",
            "tokens": [
                51200,
                8046,
                13,
                708,
                321,
                603,
                360,
                307,
                321,
                603,
                17824,
                512,
                9239,
                337,
                264,
                6162,
                293,
                550,
                764,
                264,
                1472,
                295,
                552,
                51492
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18817935378655143,
            "compression_ratio": 1.6928571428571428,
            "no_speech_prob": 0.0001233816146850586,
            "words": [
                {
                    "start": 674.6,
                    "end": 675.1,
                    "word": " previously",
                    "probability": 0.744140625
                },
                {
                    "start": 675.1,
                    "end": 675.54,
                    "word": ".",
                    "probability": 0.96826171875
                },
                {
                    "start": 676.2,
                    "end": 676.64,
                    "word": " What",
                    "probability": 0.80615234375
                },
                {
                    "start": 676.64,
                    "end": 676.78,
                    "word": " we'll",
                    "probability": 0.924072265625
                },
                {
                    "start": 676.78,
                    "end": 676.94,
                    "word": " do",
                    "probability": 0.904296875
                },
                {
                    "start": 676.94,
                    "end": 677.1,
                    "word": " is",
                    "probability": 0.87255859375
                },
                {
                    "start": 677.1,
                    "end": 677.24,
                    "word": " we'll",
                    "probability": 0.763671875
                },
                {
                    "start": 677.24,
                    "end": 677.62,
                    "word": " reserve",
                    "probability": 0.78662109375
                },
                {
                    "start": 677.62,
                    "end": 678.0,
                    "word": " some",
                    "probability": 0.8125
                },
                {
                    "start": 678.0,
                    "end": 678.32,
                    "word": " bits",
                    "probability": 0.826171875
                },
                {
                    "start": 678.32,
                    "end": 678.52,
                    "word": " for",
                    "probability": 0.89794921875
                },
                {
                    "start": 678.52,
                    "end": 678.68,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 678.68,
                    "end": 679.0,
                    "word": " tag",
                    "probability": 0.88720703125
                },
                {
                    "start": 679.0,
                    "end": 679.46,
                    "word": " and",
                    "probability": 0.66796875
                },
                {
                    "start": 679.46,
                    "end": 679.6,
                    "word": " then",
                    "probability": 0.68505859375
                },
                {
                    "start": 679.6,
                    "end": 679.82,
                    "word": " use",
                    "probability": 0.830078125
                },
                {
                    "start": 679.82,
                    "end": 679.98,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 679.98,
                    "end": 680.14,
                    "word": " rest",
                    "probability": 0.80224609375
                },
                {
                    "start": 680.14,
                    "end": 680.28,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 680.28,
                    "end": 680.44,
                    "word": " them",
                    "probability": 0.73486328125
                }
            ]
        },
        {
            "id": 116,
            "seek": 68332,
            "start": 680.44,
            "end": 686.82,
            "text": " to correct errors. And in our case we picked a 32-bit message and then multiplied by a 32 by 96",
            "tokens": [
                51492,
                281,
                3006,
                13603,
                13,
                400,
                294,
                527,
                1389,
                321,
                6183,
                257,
                8858,
                12,
                5260,
                3636,
                293,
                550,
                17207,
                538,
                257,
                8858,
                538,
                24124,
                51824
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18817935378655143,
            "compression_ratio": 1.6928571428571428,
            "no_speech_prob": 0.0001233816146850586,
            "words": [
                {
                    "start": 680.44,
                    "end": 680.66,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 680.66,
                    "end": 680.96,
                    "word": " correct",
                    "probability": 0.87548828125
                },
                {
                    "start": 680.96,
                    "end": 681.4,
                    "word": " errors",
                    "probability": 0.82861328125
                },
                {
                    "start": 681.4,
                    "end": 681.84,
                    "word": ".",
                    "probability": 0.96826171875
                },
                {
                    "start": 682.04,
                    "end": 682.3,
                    "word": " And",
                    "probability": 0.88818359375
                },
                {
                    "start": 682.3,
                    "end": 682.42,
                    "word": " in",
                    "probability": 0.90380859375
                },
                {
                    "start": 682.42,
                    "end": 682.58,
                    "word": " our",
                    "probability": 0.81103515625
                },
                {
                    "start": 682.58,
                    "end": 682.78,
                    "word": " case",
                    "probability": 0.8046875
                },
                {
                    "start": 682.78,
                    "end": 682.92,
                    "word": " we",
                    "probability": 0.328369140625
                },
                {
                    "start": 682.92,
                    "end": 683.12,
                    "word": " picked",
                    "probability": 0.58203125
                },
                {
                    "start": 683.24,
                    "end": 683.54,
                    "word": " a 32",
                    "probability": 0.90966796875
                },
                {
                    "start": 683.54,
                    "end": 683.74,
                    "word": "-bit",
                    "probability": 0.7783203125
                },
                {
                    "start": 683.74,
                    "end": 684.06,
                    "word": " message",
                    "probability": 0.841796875
                },
                {
                    "start": 684.06,
                    "end": 684.5,
                    "word": " and",
                    "probability": 0.8154296875
                },
                {
                    "start": 684.5,
                    "end": 684.62,
                    "word": " then",
                    "probability": 0.7265625
                },
                {
                    "start": 684.62,
                    "end": 684.98,
                    "word": " multiplied",
                    "probability": 0.54931640625
                },
                {
                    "start": 684.98,
                    "end": 685.36,
                    "word": " by",
                    "probability": 0.88623046875
                },
                {
                    "start": 685.76,
                    "end": 686.18,
                    "word": " a 32",
                    "probability": 0.85546875
                },
                {
                    "start": 686.18,
                    "end": 686.38,
                    "word": " by",
                    "probability": 0.73876953125
                },
                {
                    "start": 686.38,
                    "end": 686.82,
                    "word": " 96",
                    "probability": 0.90576171875
                }
            ]
        },
        {
            "id": 117,
            "seek": 71032,
            "start": 686.82,
            "end": 692.54,
            "text": " random generator matrix to produce a code word which then gets put in the molecular tag.",
            "tokens": [
                50380,
                4974,
                19265,
                8141,
                281,
                5258,
                257,
                3089,
                1349,
                597,
                550,
                2170,
                829,
                294,
                264,
                19046,
                6162,
                13,
                50624
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20527522881096655,
            "compression_ratio": 1.6363636363636365,
            "no_speech_prob": 6.920099258422852e-05,
            "words": [
                {
                    "start": 686.82,
                    "end": 687.44,
                    "word": " random",
                    "probability": 0.3818359375
                },
                {
                    "start": 687.44,
                    "end": 687.96,
                    "word": " generator",
                    "probability": 0.8564453125
                },
                {
                    "start": 687.96,
                    "end": 688.48,
                    "word": " matrix",
                    "probability": 0.84423828125
                },
                {
                    "start": 688.48,
                    "end": 688.84,
                    "word": " to",
                    "probability": 0.84423828125
                },
                {
                    "start": 688.84,
                    "end": 689.1,
                    "word": " produce",
                    "probability": 0.75830078125
                },
                {
                    "start": 689.38,
                    "end": 689.62,
                    "word": " a code",
                    "probability": 0.685546875
                },
                {
                    "start": 689.62,
                    "end": 689.84,
                    "word": " word",
                    "probability": 0.81298828125
                },
                {
                    "start": 689.84,
                    "end": 690.06,
                    "word": " which",
                    "probability": 0.368408203125
                },
                {
                    "start": 690.06,
                    "end": 690.34,
                    "word": " then",
                    "probability": 0.74267578125
                },
                {
                    "start": 690.34,
                    "end": 690.62,
                    "word": " gets",
                    "probability": 0.79931640625
                },
                {
                    "start": 690.62,
                    "end": 690.88,
                    "word": " put",
                    "probability": 0.8984375
                },
                {
                    "start": 690.88,
                    "end": 691.18,
                    "word": " in",
                    "probability": 0.89697265625
                },
                {
                    "start": 691.18,
                    "end": 691.32,
                    "word": " the",
                    "probability": 0.7890625
                },
                {
                    "start": 691.32,
                    "end": 691.6,
                    "word": " molecular",
                    "probability": 0.6494140625
                },
                {
                    "start": 691.6,
                    "end": 692.04,
                    "word": " tag",
                    "probability": 0.87158203125
                },
                {
                    "start": 692.04,
                    "end": 692.54,
                    "word": ".",
                    "probability": 0.9384765625
                }
            ]
        },
        {
            "id": 118,
            "seek": 71032,
            "start": 692.86,
            "end": 698.64,
            "text": " And this allows us to get up to 18 bits wrong, which is an enormous amount without ever worrying",
            "tokens": [
                50660,
                400,
                341,
                4045,
                505,
                281,
                483,
                493,
                281,
                2443,
                9239,
                2085,
                11,
                597,
                307,
                364,
                11322,
                2372,
                1553,
                1562,
                18788,
                50956
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20527522881096655,
            "compression_ratio": 1.6363636363636365,
            "no_speech_prob": 6.920099258422852e-05,
            "words": [
                {
                    "start": 692.86,
                    "end": 692.98,
                    "word": " And",
                    "probability": 0.701171875
                },
                {
                    "start": 692.98,
                    "end": 693.12,
                    "word": " this",
                    "probability": 0.8720703125
                },
                {
                    "start": 693.12,
                    "end": 693.36,
                    "word": " allows",
                    "probability": 0.7978515625
                },
                {
                    "start": 693.36,
                    "end": 693.54,
                    "word": " us",
                    "probability": 0.8994140625
                },
                {
                    "start": 693.54,
                    "end": 693.64,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 693.64,
                    "end": 693.76,
                    "word": " get",
                    "probability": 0.892578125
                },
                {
                    "start": 693.76,
                    "end": 693.9,
                    "word": " up",
                    "probability": 0.90087890625
                },
                {
                    "start": 693.9,
                    "end": 694.02,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 694.02,
                    "end": 694.46,
                    "word": " 18",
                    "probability": 0.87646484375
                },
                {
                    "start": 694.46,
                    "end": 694.78,
                    "word": " bits",
                    "probability": 0.8271484375
                },
                {
                    "start": 694.78,
                    "end": 695.12,
                    "word": " wrong",
                    "probability": 0.8203125
                },
                {
                    "start": 695.12,
                    "end": 695.46,
                    "word": ",",
                    "probability": 0.74951171875
                },
                {
                    "start": 695.46,
                    "end": 695.76,
                    "word": " which",
                    "probability": 0.9150390625
                },
                {
                    "start": 695.76,
                    "end": 695.86,
                    "word": " is",
                    "probability": 0.90625
                },
                {
                    "start": 695.86,
                    "end": 695.98,
                    "word": " an",
                    "probability": 0.91455078125
                },
                {
                    "start": 695.98,
                    "end": 696.24,
                    "word": " enormous",
                    "probability": 0.85791015625
                },
                {
                    "start": 696.24,
                    "end": 696.68,
                    "word": " amount",
                    "probability": 0.84326171875
                },
                {
                    "start": 696.68,
                    "end": 697.24,
                    "word": " without",
                    "probability": 0.619140625
                },
                {
                    "start": 697.24,
                    "end": 697.74,
                    "word": " ever",
                    "probability": 0.82568359375
                },
                {
                    "start": 697.74,
                    "end": 698.64,
                    "word": " worrying",
                    "probability": 0.8525390625
                }
            ]
        },
        {
            "id": 119,
            "seek": 71032,
            "start": 698.64,
            "end": 703.4,
            "text": " about whether we're going to get the tag wrong. This is something that can also be chosen depending",
            "tokens": [
                50956,
                466,
                1968,
                321,
                434,
                516,
                281,
                483,
                264,
                6162,
                2085,
                13,
                639,
                307,
                746,
                300,
                393,
                611,
                312,
                8614,
                5413,
                51196
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20527522881096655,
            "compression_ratio": 1.6363636363636365,
            "no_speech_prob": 6.920099258422852e-05,
            "words": [
                {
                    "start": 698.64,
                    "end": 698.92,
                    "word": " about",
                    "probability": 0.81982421875
                },
                {
                    "start": 698.92,
                    "end": 699.22,
                    "word": " whether",
                    "probability": 0.8603515625
                },
                {
                    "start": 699.22,
                    "end": 699.76,
                    "word": " we're",
                    "probability": 0.927734375
                },
                {
                    "start": 699.76,
                    "end": 699.84,
                    "word": " going",
                    "probability": 0.5546875
                },
                {
                    "start": 699.84,
                    "end": 699.9,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 699.9,
                    "end": 700.04,
                    "word": " get",
                    "probability": 0.896484375
                },
                {
                    "start": 700.04,
                    "end": 700.26,
                    "word": " the",
                    "probability": 0.75048828125
                },
                {
                    "start": 700.26,
                    "end": 700.62,
                    "word": " tag",
                    "probability": 0.89306640625
                },
                {
                    "start": 700.62,
                    "end": 700.94,
                    "word": " wrong",
                    "probability": 0.8173828125
                },
                {
                    "start": 700.94,
                    "end": 701.44,
                    "word": ".",
                    "probability": 0.99658203125
                },
                {
                    "start": 701.68,
                    "end": 701.88,
                    "word": " This",
                    "probability": 0.806640625
                },
                {
                    "start": 701.88,
                    "end": 701.98,
                    "word": " is",
                    "probability": 0.9091796875
                },
                {
                    "start": 701.98,
                    "end": 702.2,
                    "word": " something",
                    "probability": 0.73193359375
                },
                {
                    "start": 702.2,
                    "end": 702.36,
                    "word": " that",
                    "probability": 0.87939453125
                },
                {
                    "start": 702.36,
                    "end": 702.48,
                    "word": " can",
                    "probability": 0.87548828125
                },
                {
                    "start": 702.48,
                    "end": 702.66,
                    "word": " also",
                    "probability": 0.82275390625
                },
                {
                    "start": 702.66,
                    "end": 702.84,
                    "word": " be",
                    "probability": 0.904296875
                },
                {
                    "start": 702.84,
                    "end": 703.1,
                    "word": " chosen",
                    "probability": 0.91552734375
                },
                {
                    "start": 703.1,
                    "end": 703.4,
                    "word": " depending",
                    "probability": 0.76025390625
                }
            ]
        },
        {
            "id": 120,
            "seek": 71032,
            "start": 703.4,
            "end": 709.08,
            "text": " on the application. It's just an example that we have for basically our paper that we wrote.",
            "tokens": [
                51196,
                322,
                264,
                3861,
                13,
                467,
                311,
                445,
                364,
                1365,
                300,
                321,
                362,
                337,
                1936,
                527,
                3035,
                300,
                321,
                4114,
                13,
                51484
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20527522881096655,
            "compression_ratio": 1.6363636363636365,
            "no_speech_prob": 6.920099258422852e-05,
            "words": [
                {
                    "start": 703.4,
                    "end": 703.6,
                    "word": " on",
                    "probability": 0.9111328125
                },
                {
                    "start": 703.6,
                    "end": 703.72,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 703.72,
                    "end": 704.14,
                    "word": " application",
                    "probability": 0.765625
                },
                {
                    "start": 704.14,
                    "end": 704.32,
                    "word": ".",
                    "probability": 0.68505859375
                },
                {
                    "start": 704.32,
                    "end": 704.42,
                    "word": " It's",
                    "probability": 0.918212890625
                },
                {
                    "start": 704.42,
                    "end": 704.56,
                    "word": " just",
                    "probability": 0.89111328125
                },
                {
                    "start": 704.56,
                    "end": 704.7,
                    "word": " an",
                    "probability": 0.90380859375
                },
                {
                    "start": 704.7,
                    "end": 705.04,
                    "word": " example",
                    "probability": 0.931640625
                },
                {
                    "start": 705.04,
                    "end": 705.24,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 705.24,
                    "end": 705.38,
                    "word": " we",
                    "probability": 0.90966796875
                },
                {
                    "start": 705.38,
                    "end": 705.68,
                    "word": " have",
                    "probability": 0.87744140625
                },
                {
                    "start": 705.68,
                    "end": 706.18,
                    "word": " for",
                    "probability": 0.89013671875
                },
                {
                    "start": 706.18,
                    "end": 707.62,
                    "word": " basically",
                    "probability": 0.35302734375
                },
                {
                    "start": 707.62,
                    "end": 707.88,
                    "word": " our",
                    "probability": 0.78466796875
                },
                {
                    "start": 707.88,
                    "end": 708.14,
                    "word": " paper",
                    "probability": 0.81982421875
                },
                {
                    "start": 708.14,
                    "end": 708.34,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 708.34,
                    "end": 708.46,
                    "word": " we",
                    "probability": 0.904296875
                },
                {
                    "start": 708.46,
                    "end": 708.76,
                    "word": " wrote",
                    "probability": 0.85888671875
                },
                {
                    "start": 708.76,
                    "end": 709.08,
                    "word": ".",
                    "probability": 0.77392578125
                }
            ]
        },
        {
            "id": 121,
            "seek": 71032,
            "start": 709.08,
            "end": 713.82,
            "text": " But if you wanted to take these 96 bits and use them in another way, there's nothing that",
            "tokens": [
                51484,
                583,
                498,
                291,
                1415,
                281,
                747,
                613,
                24124,
                9239,
                293,
                764,
                552,
                294,
                1071,
                636,
                11,
                456,
                311,
                1825,
                300,
                51708
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20527522881096655,
            "compression_ratio": 1.6363636363636365,
            "no_speech_prob": 6.920099258422852e-05,
            "words": [
                {
                    "start": 709.08,
                    "end": 709.56,
                    "word": " But",
                    "probability": 0.8916015625
                },
                {
                    "start": 709.56,
                    "end": 710.04,
                    "word": " if",
                    "probability": 0.8876953125
                },
                {
                    "start": 710.04,
                    "end": 710.28,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 710.28,
                    "end": 710.48,
                    "word": " wanted",
                    "probability": 0.6630859375
                },
                {
                    "start": 710.48,
                    "end": 710.68,
                    "word": " to",
                    "probability": 0.8974609375
                },
                {
                    "start": 710.68,
                    "end": 711.1,
                    "word": " take",
                    "probability": 0.80126953125
                },
                {
                    "start": 711.1,
                    "end": 711.32,
                    "word": " these",
                    "probability": 0.7216796875
                },
                {
                    "start": 711.32,
                    "end": 711.72,
                    "word": " 96",
                    "probability": 0.90283203125
                },
                {
                    "start": 711.72,
                    "end": 712.02,
                    "word": " bits",
                    "probability": 0.81396484375
                },
                {
                    "start": 712.02,
                    "end": 712.14,
                    "word": " and",
                    "probability": 0.8955078125
                },
                {
                    "start": 712.14,
                    "end": 712.32,
                    "word": " use",
                    "probability": 0.81103515625
                },
                {
                    "start": 712.32,
                    "end": 712.42,
                    "word": " them",
                    "probability": 0.7490234375
                },
                {
                    "start": 712.42,
                    "end": 712.52,
                    "word": " in",
                    "probability": 0.90087890625
                },
                {
                    "start": 712.52,
                    "end": 712.74,
                    "word": " another",
                    "probability": 0.82177734375
                },
                {
                    "start": 712.74,
                    "end": 713.04,
                    "word": " way",
                    "probability": 0.89794921875
                },
                {
                    "start": 713.04,
                    "end": 713.14,
                    "word": ",",
                    "probability": 0.904296875
                },
                {
                    "start": 713.14,
                    "end": 713.3,
                    "word": " there's",
                    "probability": 0.92626953125
                },
                {
                    "start": 713.3,
                    "end": 713.58,
                    "word": " nothing",
                    "probability": 0.84521484375
                },
                {
                    "start": 713.58,
                    "end": 713.82,
                    "word": " that",
                    "probability": 0.884765625
                }
            ]
        },
        {
            "id": 122,
            "seek": 73982,
            "start": 713.82,
            "end": 721.76,
            "text": " would stop anybody from doing that. So just to briefly walk through encoding an actual message",
            "tokens": [
                50364,
                576,
                1590,
                4472,
                490,
                884,
                300,
                13,
                407,
                445,
                281,
                10515,
                1792,
                807,
                43430,
                364,
                3539,
                3636,
                50760
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2150815284770468,
            "compression_ratio": 1.7362637362637363,
            "no_speech_prob": 0.0002378225326538086,
            "words": [
                {
                    "start": 713.82,
                    "end": 713.9,
                    "word": " would",
                    "probability": 0.130859375
                },
                {
                    "start": 713.9,
                    "end": 714.18,
                    "word": " stop",
                    "probability": 0.80322265625
                },
                {
                    "start": 714.18,
                    "end": 714.42,
                    "word": " anybody",
                    "probability": 0.76416015625
                },
                {
                    "start": 714.42,
                    "end": 714.8,
                    "word": " from",
                    "probability": 0.814453125
                },
                {
                    "start": 714.8,
                    "end": 715.22,
                    "word": " doing",
                    "probability": 0.51513671875
                },
                {
                    "start": 715.22,
                    "end": 715.5,
                    "word": " that",
                    "probability": 0.88037109375
                },
                {
                    "start": 715.5,
                    "end": 715.98,
                    "word": ".",
                    "probability": 0.98095703125
                },
                {
                    "start": 718.12,
                    "end": 718.6,
                    "word": " So",
                    "probability": 0.80517578125
                },
                {
                    "start": 718.6,
                    "end": 718.8,
                    "word": " just",
                    "probability": 0.810546875
                },
                {
                    "start": 718.8,
                    "end": 718.98,
                    "word": " to",
                    "probability": 0.8662109375
                },
                {
                    "start": 718.98,
                    "end": 719.28,
                    "word": " briefly",
                    "probability": 0.76416015625
                },
                {
                    "start": 719.28,
                    "end": 719.82,
                    "word": " walk",
                    "probability": 0.833984375
                },
                {
                    "start": 719.82,
                    "end": 720.32,
                    "word": " through",
                    "probability": 0.79931640625
                },
                {
                    "start": 720.32,
                    "end": 720.84,
                    "word": " encoding",
                    "probability": 0.79345703125
                },
                {
                    "start": 720.84,
                    "end": 721.0,
                    "word": " an",
                    "probability": 0.84228515625
                },
                {
                    "start": 721.0,
                    "end": 721.3,
                    "word": " actual",
                    "probability": 0.80029296875
                },
                {
                    "start": 721.3,
                    "end": 721.76,
                    "word": " message",
                    "probability": 0.82568359375
                }
            ]
        },
        {
            "id": 123,
            "seek": 73982,
            "start": 721.76,
            "end": 726.9,
            "text": " here because it's a little bit hard to kind of to connect the two. We'll start out with our digital",
            "tokens": [
                50760,
                510,
                570,
                309,
                311,
                257,
                707,
                857,
                1152,
                281,
                733,
                295,
                281,
                1745,
                264,
                732,
                13,
                492,
                603,
                722,
                484,
                365,
                527,
                4562,
                51020
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2150815284770468,
            "compression_ratio": 1.7362637362637363,
            "no_speech_prob": 0.0002378225326538086,
            "words": [
                {
                    "start": 721.76,
                    "end": 721.98,
                    "word": " here",
                    "probability": 0.80712890625
                },
                {
                    "start": 721.98,
                    "end": 722.12,
                    "word": " because",
                    "probability": 0.255126953125
                },
                {
                    "start": 722.12,
                    "end": 722.24,
                    "word": " it's",
                    "probability": 0.946044921875
                },
                {
                    "start": 722.34,
                    "end": 722.44,
                    "word": " a little",
                    "probability": 0.7685546875
                },
                {
                    "start": 722.44,
                    "end": 722.58,
                    "word": " bit",
                    "probability": 0.89208984375
                },
                {
                    "start": 722.58,
                    "end": 722.82,
                    "word": " hard",
                    "probability": 0.830078125
                },
                {
                    "start": 722.82,
                    "end": 723.04,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 723.04,
                    "end": 723.24,
                    "word": " kind",
                    "probability": 0.433837890625
                },
                {
                    "start": 723.24,
                    "end": 723.44,
                    "word": " of",
                    "probability": 0.908203125
                },
                {
                    "start": 723.44,
                    "end": 724.26,
                    "word": " to",
                    "probability": 0.363525390625
                },
                {
                    "start": 724.26,
                    "end": 724.56,
                    "word": " connect",
                    "probability": 0.7978515625
                },
                {
                    "start": 724.56,
                    "end": 724.72,
                    "word": " the",
                    "probability": 0.78564453125
                },
                {
                    "start": 724.72,
                    "end": 725.0,
                    "word": " two",
                    "probability": 0.81591796875
                },
                {
                    "start": 725.0,
                    "end": 725.42,
                    "word": ".",
                    "probability": 0.669921875
                },
                {
                    "start": 725.42,
                    "end": 725.7,
                    "word": " We'll",
                    "probability": 0.92333984375
                },
                {
                    "start": 725.7,
                    "end": 725.9,
                    "word": " start",
                    "probability": 0.86865234375
                },
                {
                    "start": 725.9,
                    "end": 726.06,
                    "word": " out",
                    "probability": 0.81689453125
                },
                {
                    "start": 726.06,
                    "end": 726.2,
                    "word": " with",
                    "probability": 0.814453125
                },
                {
                    "start": 726.2,
                    "end": 726.42,
                    "word": " our",
                    "probability": 0.81201171875
                },
                {
                    "start": 726.42,
                    "end": 726.9,
                    "word": " digital",
                    "probability": 0.8525390625
                }
            ]
        },
        {
            "id": 124,
            "seek": 73982,
            "start": 726.9,
            "end": 731.82,
            "text": " tag here. We've got, we've encoded, we had to encode our molecular information systems lab",
            "tokens": [
                51020,
                6162,
                510,
                13,
                492,
                600,
                658,
                11,
                321,
                600,
                2058,
                12340,
                11,
                321,
                632,
                281,
                2058,
                1429,
                527,
                19046,
                1589,
                3652,
                2715,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2150815284770468,
            "compression_ratio": 1.7362637362637363,
            "no_speech_prob": 0.0002378225326538086,
            "words": [
                {
                    "start": 726.9,
                    "end": 727.26,
                    "word": " tag",
                    "probability": 0.89990234375
                },
                {
                    "start": 727.26,
                    "end": 727.6,
                    "word": " here",
                    "probability": 0.78125
                },
                {
                    "start": 727.6,
                    "end": 727.88,
                    "word": ".",
                    "probability": 0.7119140625
                },
                {
                    "start": 727.88,
                    "end": 728.1,
                    "word": " We've",
                    "probability": 0.829833984375
                },
                {
                    "start": 728.1,
                    "end": 728.3,
                    "word": " got",
                    "probability": 0.7958984375
                },
                {
                    "start": 728.3,
                    "end": 728.56,
                    "word": ",",
                    "probability": 0.2423095703125
                },
                {
                    "start": 728.56,
                    "end": 728.68,
                    "word": " we've",
                    "probability": 0.755615234375
                },
                {
                    "start": 728.68,
                    "end": 729.02,
                    "word": " encoded",
                    "probability": 0.928466796875
                },
                {
                    "start": 729.02,
                    "end": 729.26,
                    "word": ",",
                    "probability": 0.68017578125
                },
                {
                    "start": 729.26,
                    "end": 729.32,
                    "word": " we",
                    "probability": 0.8837890625
                },
                {
                    "start": 729.32,
                    "end": 729.44,
                    "word": " had",
                    "probability": 0.79296875
                },
                {
                    "start": 729.44,
                    "end": 729.58,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 729.58,
                    "end": 729.84,
                    "word": " encode",
                    "probability": 0.8505859375
                },
                {
                    "start": 729.84,
                    "end": 730.04,
                    "word": " our",
                    "probability": 0.74365234375
                },
                {
                    "start": 730.04,
                    "end": 730.38,
                    "word": " molecular",
                    "probability": 0.55712890625
                },
                {
                    "start": 730.38,
                    "end": 730.9,
                    "word": " information",
                    "probability": 0.68896484375
                },
                {
                    "start": 730.9,
                    "end": 731.52,
                    "word": " systems",
                    "probability": 0.79052734375
                },
                {
                    "start": 731.52,
                    "end": 731.82,
                    "word": " lab",
                    "probability": 0.9072265625
                }
            ]
        },
        {
            "id": 125,
            "seek": 73982,
            "start": 731.82,
            "end": 737.92,
            "text": " of course. And then we added our bits for the code word. Then we'll go through the process",
            "tokens": [
                51264,
                295,
                1164,
                13,
                400,
                550,
                321,
                3869,
                527,
                9239,
                337,
                264,
                3089,
                1349,
                13,
                1396,
                321,
                603,
                352,
                807,
                264,
                1399,
                51568
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2150815284770468,
            "compression_ratio": 1.7362637362637363,
            "no_speech_prob": 0.0002378225326538086,
            "words": [
                {
                    "start": 731.82,
                    "end": 732.0,
                    "word": " of",
                    "probability": 0.357421875
                },
                {
                    "start": 732.0,
                    "end": 732.28,
                    "word": " course",
                    "probability": 0.86865234375
                },
                {
                    "start": 732.28,
                    "end": 732.76,
                    "word": ".",
                    "probability": 0.61376953125
                },
                {
                    "start": 733.58,
                    "end": 734.06,
                    "word": " And",
                    "probability": 0.87744140625
                },
                {
                    "start": 734.06,
                    "end": 734.18,
                    "word": " then",
                    "probability": 0.7275390625
                },
                {
                    "start": 734.18,
                    "end": 734.3,
                    "word": " we",
                    "probability": 0.8935546875
                },
                {
                    "start": 734.3,
                    "end": 734.54,
                    "word": " added",
                    "probability": 0.78515625
                },
                {
                    "start": 734.54,
                    "end": 734.8,
                    "word": " our",
                    "probability": 0.771484375
                },
                {
                    "start": 734.8,
                    "end": 735.3,
                    "word": " bits",
                    "probability": 0.80615234375
                },
                {
                    "start": 735.3,
                    "end": 735.44,
                    "word": " for",
                    "probability": 0.89599609375
                },
                {
                    "start": 735.44,
                    "end": 735.58,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 735.58,
                    "end": 735.76,
                    "word": " code",
                    "probability": 0.68603515625
                },
                {
                    "start": 735.76,
                    "end": 736.02,
                    "word": " word",
                    "probability": 0.8193359375
                },
                {
                    "start": 736.02,
                    "end": 736.5,
                    "word": ".",
                    "probability": 0.85400390625
                },
                {
                    "start": 736.86,
                    "end": 737.18,
                    "word": " Then",
                    "probability": 0.7578125
                },
                {
                    "start": 737.18,
                    "end": 737.32,
                    "word": " we'll",
                    "probability": 0.927001953125
                },
                {
                    "start": 737.32,
                    "end": 737.42,
                    "word": " go",
                    "probability": 0.8984375
                },
                {
                    "start": 737.42,
                    "end": 737.54,
                    "word": " through",
                    "probability": 0.794921875
                },
                {
                    "start": 737.54,
                    "end": 737.66,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 737.66,
                    "end": 737.92,
                    "word": " process",
                    "probability": 0.8603515625
                }
            ]
        },
        {
            "id": 126,
            "seek": 73982,
            "start": 737.92,
            "end": 743.32,
            "text": " of actually encoding and sequencing and doing all the wet lab stuff. And then what we'll get back",
            "tokens": [
                51568,
                295,
                767,
                43430,
                293,
                32693,
                293,
                884,
                439,
                264,
                6630,
                2715,
                1507,
                13,
                400,
                550,
                437,
                321,
                603,
                483,
                646,
                51836
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2150815284770468,
            "compression_ratio": 1.7362637362637363,
            "no_speech_prob": 0.0002378225326538086,
            "words": [
                {
                    "start": 737.92,
                    "end": 738.08,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 738.08,
                    "end": 738.38,
                    "word": " actually",
                    "probability": 0.798828125
                },
                {
                    "start": 738.38,
                    "end": 738.78,
                    "word": " encoding",
                    "probability": 0.88916015625
                },
                {
                    "start": 738.78,
                    "end": 738.98,
                    "word": " and",
                    "probability": 0.86767578125
                },
                {
                    "start": 738.98,
                    "end": 739.34,
                    "word": " sequencing",
                    "probability": 0.93115234375
                },
                {
                    "start": 739.34,
                    "end": 739.52,
                    "word": " and",
                    "probability": 0.626953125
                },
                {
                    "start": 739.52,
                    "end": 739.62,
                    "word": " doing",
                    "probability": 0.90283203125
                },
                {
                    "start": 739.62,
                    "end": 739.78,
                    "word": " all",
                    "probability": 0.904296875
                },
                {
                    "start": 739.78,
                    "end": 739.9,
                    "word": " the",
                    "probability": 0.8173828125
                },
                {
                    "start": 739.9,
                    "end": 740.06,
                    "word": " wet",
                    "probability": 0.8251953125
                },
                {
                    "start": 740.06,
                    "end": 740.36,
                    "word": " lab",
                    "probability": 0.83935546875
                },
                {
                    "start": 740.36,
                    "end": 741.1,
                    "word": " stuff",
                    "probability": 0.80615234375
                },
                {
                    "start": 741.1,
                    "end": 741.58,
                    "word": ".",
                    "probability": 0.86083984375
                },
                {
                    "start": 741.72,
                    "end": 742.2,
                    "word": " And",
                    "probability": 0.89697265625
                },
                {
                    "start": 742.2,
                    "end": 742.42,
                    "word": " then",
                    "probability": 0.7265625
                },
                {
                    "start": 742.42,
                    "end": 742.6,
                    "word": " what",
                    "probability": 0.87451171875
                },
                {
                    "start": 742.6,
                    "end": 742.74,
                    "word": " we'll",
                    "probability": 0.91845703125
                },
                {
                    "start": 742.74,
                    "end": 742.92,
                    "word": " get",
                    "probability": 0.89501953125
                },
                {
                    "start": 742.92,
                    "end": 743.32,
                    "word": " back",
                    "probability": 0.81787109375
                }
            ]
        },
        {
            "id": 127,
            "seek": 76968,
            "start": 743.32,
            "end": 749.68,
            "text": " out of the sequencing machine is a set of read counts. So how many, how many times did we observe",
            "tokens": [
                50364,
                484,
                295,
                264,
                32693,
                3479,
                307,
                257,
                992,
                295,
                1401,
                14893,
                13,
                407,
                577,
                867,
                11,
                577,
                867,
                1413,
                630,
                321,
                11441,
                50684
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2073080635915591,
            "compression_ratio": 1.8044280442804428,
            "no_speech_prob": 2.3543834686279297e-05,
            "words": [
                {
                    "start": 743.32,
                    "end": 743.44,
                    "word": " out",
                    "probability": 0.1956787109375
                },
                {
                    "start": 743.44,
                    "end": 743.54,
                    "word": " of",
                    "probability": 0.8994140625
                },
                {
                    "start": 743.54,
                    "end": 743.68,
                    "word": " the",
                    "probability": 0.798828125
                },
                {
                    "start": 743.68,
                    "end": 744.0,
                    "word": " sequencing",
                    "probability": 0.93310546875
                },
                {
                    "start": 744.0,
                    "end": 744.48,
                    "word": " machine",
                    "probability": 0.7451171875
                },
                {
                    "start": 744.48,
                    "end": 745.12,
                    "word": " is",
                    "probability": 0.8837890625
                },
                {
                    "start": 745.46,
                    "end": 745.6,
                    "word": " a set",
                    "probability": 0.89111328125
                },
                {
                    "start": 745.6,
                    "end": 745.78,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 745.78,
                    "end": 746.04,
                    "word": " read",
                    "probability": 0.8291015625
                },
                {
                    "start": 746.04,
                    "end": 746.32,
                    "word": " counts",
                    "probability": 0.6240234375
                },
                {
                    "start": 746.32,
                    "end": 746.46,
                    "word": ".",
                    "probability": 0.88671875
                },
                {
                    "start": 746.46,
                    "end": 746.54,
                    "word": " So",
                    "probability": 0.826171875
                },
                {
                    "start": 746.54,
                    "end": 746.74,
                    "word": " how",
                    "probability": 0.6826171875
                },
                {
                    "start": 746.74,
                    "end": 747.12,
                    "word": " many",
                    "probability": 0.8134765625
                },
                {
                    "start": 747.12,
                    "end": 747.36,
                    "word": ",",
                    "probability": 0.2490234375
                },
                {
                    "start": 747.36,
                    "end": 748.34,
                    "word": " how",
                    "probability": 0.72216796875
                },
                {
                    "start": 748.34,
                    "end": 748.52,
                    "word": " many",
                    "probability": 0.81298828125
                },
                {
                    "start": 748.52,
                    "end": 748.84,
                    "word": " times",
                    "probability": 0.8212890625
                },
                {
                    "start": 748.84,
                    "end": 749.04,
                    "word": " did",
                    "probability": 0.82763671875
                },
                {
                    "start": 749.04,
                    "end": 749.26,
                    "word": " we",
                    "probability": 0.908203125
                },
                {
                    "start": 749.26,
                    "end": 749.68,
                    "word": " observe",
                    "probability": 0.7900390625
                }
            ]
        },
        {
            "id": 128,
            "seek": 76968,
            "start": 749.68,
            "end": 755.5,
            "text": " that particular molecular bit? And then we have to decide like at what point do we want to set it to",
            "tokens": [
                50684,
                300,
                1729,
                19046,
                857,
                30,
                400,
                550,
                321,
                362,
                281,
                4536,
                411,
                412,
                437,
                935,
                360,
                321,
                528,
                281,
                992,
                309,
                281,
                50972
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2073080635915591,
            "compression_ratio": 1.8044280442804428,
            "no_speech_prob": 2.3543834686279297e-05,
            "words": [
                {
                    "start": 749.68,
                    "end": 749.98,
                    "word": " that",
                    "probability": 0.8759765625
                },
                {
                    "start": 749.98,
                    "end": 750.4,
                    "word": " particular",
                    "probability": 0.80859375
                },
                {
                    "start": 750.4,
                    "end": 750.8,
                    "word": " molecular",
                    "probability": 0.68505859375
                },
                {
                    "start": 750.8,
                    "end": 751.28,
                    "word": " bit",
                    "probability": 0.84228515625
                },
                {
                    "start": 751.28,
                    "end": 751.76,
                    "word": "?",
                    "probability": 0.6728515625
                },
                {
                    "start": 752.1,
                    "end": 752.56,
                    "word": " And",
                    "probability": 0.8798828125
                },
                {
                    "start": 752.56,
                    "end": 753.28,
                    "word": " then",
                    "probability": 0.7109375
                },
                {
                    "start": 753.28,
                    "end": 753.38,
                    "word": " we",
                    "probability": 0.89404296875
                },
                {
                    "start": 753.38,
                    "end": 753.5,
                    "word": " have",
                    "probability": 0.8857421875
                },
                {
                    "start": 753.5,
                    "end": 753.62,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 753.62,
                    "end": 753.96,
                    "word": " decide",
                    "probability": 0.90966796875
                },
                {
                    "start": 753.96,
                    "end": 754.2,
                    "word": " like",
                    "probability": 0.49462890625
                },
                {
                    "start": 754.2,
                    "end": 754.34,
                    "word": " at",
                    "probability": 0.50927734375
                },
                {
                    "start": 754.34,
                    "end": 754.48,
                    "word": " what",
                    "probability": 0.888671875
                },
                {
                    "start": 754.48,
                    "end": 754.74,
                    "word": " point",
                    "probability": 0.85400390625
                },
                {
                    "start": 754.74,
                    "end": 754.84,
                    "word": " do",
                    "probability": 0.81787109375
                },
                {
                    "start": 754.84,
                    "end": 754.9,
                    "word": " we",
                    "probability": 0.900390625
                },
                {
                    "start": 754.9,
                    "end": 755.02,
                    "word": " want",
                    "probability": 0.73583984375
                },
                {
                    "start": 755.02,
                    "end": 755.12,
                    "word": " to",
                    "probability": 0.9052734375
                },
                {
                    "start": 755.12,
                    "end": 755.26,
                    "word": " set",
                    "probability": 0.853515625
                },
                {
                    "start": 755.26,
                    "end": 755.38,
                    "word": " it",
                    "probability": 0.8974609375
                },
                {
                    "start": 755.38,
                    "end": 755.5,
                    "word": " to",
                    "probability": 0.90234375
                }
            ]
        },
        {
            "id": 129,
            "seek": 76968,
            "start": 755.5,
            "end": 760.8,
            "text": " one, but at what point do we want to set it to zero? So we have a threshold here where anything",
            "tokens": [
                50972,
                472,
                11,
                457,
                412,
                437,
                935,
                360,
                321,
                528,
                281,
                992,
                309,
                281,
                4018,
                30,
                407,
                321,
                362,
                257,
                14678,
                510,
                689,
                1340,
                51236
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2073080635915591,
            "compression_ratio": 1.8044280442804428,
            "no_speech_prob": 2.3543834686279297e-05,
            "words": [
                {
                    "start": 755.5,
                    "end": 755.82,
                    "word": " one",
                    "probability": 0.75341796875
                },
                {
                    "start": 755.82,
                    "end": 756.06,
                    "word": ",",
                    "probability": 0.424560546875
                },
                {
                    "start": 756.06,
                    "end": 756.2,
                    "word": " but",
                    "probability": 0.207275390625
                },
                {
                    "start": 756.2,
                    "end": 756.52,
                    "word": " at",
                    "probability": 0.70703125
                },
                {
                    "start": 756.52,
                    "end": 756.66,
                    "word": " what",
                    "probability": 0.88525390625
                },
                {
                    "start": 756.66,
                    "end": 756.84,
                    "word": " point",
                    "probability": 0.85107421875
                },
                {
                    "start": 756.84,
                    "end": 756.94,
                    "word": " do",
                    "probability": 0.8232421875
                },
                {
                    "start": 756.94,
                    "end": 757.0,
                    "word": " we",
                    "probability": 0.89453125
                },
                {
                    "start": 757.0,
                    "end": 757.12,
                    "word": " want",
                    "probability": 0.80908203125
                },
                {
                    "start": 757.12,
                    "end": 757.22,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 757.22,
                    "end": 757.38,
                    "word": " set",
                    "probability": 0.89990234375
                },
                {
                    "start": 757.38,
                    "end": 757.48,
                    "word": " it",
                    "probability": 0.9013671875
                },
                {
                    "start": 757.48,
                    "end": 757.6,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 757.6,
                    "end": 757.86,
                    "word": " zero",
                    "probability": 0.80517578125
                },
                {
                    "start": 757.86,
                    "end": 758.34,
                    "word": "?",
                    "probability": 0.75
                },
                {
                    "start": 758.64,
                    "end": 759.04,
                    "word": " So",
                    "probability": 0.89892578125
                },
                {
                    "start": 759.04,
                    "end": 759.2,
                    "word": " we",
                    "probability": 0.8798828125
                },
                {
                    "start": 759.2,
                    "end": 759.52,
                    "word": " have",
                    "probability": 0.70166015625
                },
                {
                    "start": 759.7,
                    "end": 760.08,
                    "word": " a threshold",
                    "probability": 0.61572265625
                },
                {
                    "start": 760.08,
                    "end": 760.4,
                    "word": " here",
                    "probability": 0.8037109375
                },
                {
                    "start": 760.4,
                    "end": 760.54,
                    "word": " where",
                    "probability": 0.837890625
                },
                {
                    "start": 760.54,
                    "end": 760.8,
                    "word": " anything",
                    "probability": 0.84423828125
                }
            ]
        },
        {
            "id": 130,
            "seek": 76968,
            "start": 760.8,
            "end": 766.32,
            "text": " that is above this line we'll set to one and below it is zero. And then we get a few incorrect bits.",
            "tokens": [
                51236,
                300,
                307,
                3673,
                341,
                1622,
                321,
                603,
                992,
                281,
                472,
                293,
                2507,
                309,
                307,
                4018,
                13,
                400,
                550,
                321,
                483,
                257,
                1326,
                18424,
                9239,
                13,
                51504
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2073080635915591,
            "compression_ratio": 1.8044280442804428,
            "no_speech_prob": 2.3543834686279297e-05,
            "words": [
                {
                    "start": 760.8,
                    "end": 761.0,
                    "word": " that",
                    "probability": 0.88037109375
                },
                {
                    "start": 761.0,
                    "end": 761.12,
                    "word": " is",
                    "probability": 0.890625
                },
                {
                    "start": 761.12,
                    "end": 761.4,
                    "word": " above",
                    "probability": 0.87890625
                },
                {
                    "start": 761.4,
                    "end": 761.62,
                    "word": " this",
                    "probability": 0.8857421875
                },
                {
                    "start": 761.62,
                    "end": 761.86,
                    "word": " line",
                    "probability": 0.86572265625
                },
                {
                    "start": 761.86,
                    "end": 762.12,
                    "word": " we'll",
                    "probability": 0.605712890625
                },
                {
                    "start": 762.12,
                    "end": 762.3,
                    "word": " set",
                    "probability": 0.9033203125
                },
                {
                    "start": 762.3,
                    "end": 762.42,
                    "word": " to",
                    "probability": 0.89208984375
                },
                {
                    "start": 762.42,
                    "end": 762.74,
                    "word": " one",
                    "probability": 0.81298828125
                },
                {
                    "start": 762.74,
                    "end": 762.9,
                    "word": " and",
                    "probability": 0.78369140625
                },
                {
                    "start": 762.9,
                    "end": 763.14,
                    "word": " below",
                    "probability": 0.81494140625
                },
                {
                    "start": 763.14,
                    "end": 763.3,
                    "word": " it",
                    "probability": 0.89501953125
                },
                {
                    "start": 763.3,
                    "end": 763.42,
                    "word": " is",
                    "probability": 0.82421875
                },
                {
                    "start": 763.42,
                    "end": 763.72,
                    "word": " zero",
                    "probability": 0.82568359375
                },
                {
                    "start": 763.72,
                    "end": 764.02,
                    "word": ".",
                    "probability": 0.54443359375
                },
                {
                    "start": 764.04,
                    "end": 764.52,
                    "word": " And",
                    "probability": 0.89306640625
                },
                {
                    "start": 764.52,
                    "end": 764.66,
                    "word": " then",
                    "probability": 0.72314453125
                },
                {
                    "start": 764.66,
                    "end": 764.78,
                    "word": " we",
                    "probability": 0.896484375
                },
                {
                    "start": 764.78,
                    "end": 764.92,
                    "word": " get",
                    "probability": 0.70703125
                },
                {
                    "start": 765.04,
                    "end": 765.2,
                    "word": " a few",
                    "probability": 0.8115234375
                },
                {
                    "start": 765.2,
                    "end": 765.64,
                    "word": " incorrect",
                    "probability": 0.89208984375
                },
                {
                    "start": 765.64,
                    "end": 766.02,
                    "word": " bits",
                    "probability": 0.787109375
                },
                {
                    "start": 766.02,
                    "end": 766.32,
                    "word": ".",
                    "probability": 0.88232421875
                }
            ]
        },
        {
            "id": 131,
            "seek": 76968,
            "start": 766.32,
            "end": 773.18,
            "text": " This is okay. We have fewer than our 18, so we'll still decode correctly. But we also realize",
            "tokens": [
                51504,
                639,
                307,
                1392,
                13,
                492,
                362,
                13366,
                813,
                527,
                2443,
                11,
                370,
                321,
                603,
                920,
                979,
                1429,
                8944,
                13,
                583,
                321,
                611,
                4325,
                51856
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2073080635915591,
            "compression_ratio": 1.8044280442804428,
            "no_speech_prob": 2.3543834686279297e-05,
            "words": [
                {
                    "start": 766.32,
                    "end": 766.4,
                    "word": " This",
                    "probability": 0.493408203125
                },
                {
                    "start": 766.4,
                    "end": 766.74,
                    "word": " is",
                    "probability": 0.890625
                },
                {
                    "start": 766.74,
                    "end": 767.2,
                    "word": " okay",
                    "probability": 0.7197265625
                },
                {
                    "start": 767.2,
                    "end": 767.64,
                    "word": ".",
                    "probability": 0.736328125
                },
                {
                    "start": 767.64,
                    "end": 767.98,
                    "word": " We",
                    "probability": 0.90478515625
                },
                {
                    "start": 767.98,
                    "end": 768.14,
                    "word": " have",
                    "probability": 0.88037109375
                },
                {
                    "start": 768.14,
                    "end": 768.38,
                    "word": " fewer",
                    "probability": 0.763671875
                },
                {
                    "start": 768.38,
                    "end": 768.58,
                    "word": " than",
                    "probability": 0.8720703125
                },
                {
                    "start": 768.58,
                    "end": 768.72,
                    "word": " our",
                    "probability": 0.72998046875
                },
                {
                    "start": 768.72,
                    "end": 769.08,
                    "word": " 18",
                    "probability": 0.8984375
                },
                {
                    "start": 769.08,
                    "end": 769.34,
                    "word": ",",
                    "probability": 0.488525390625
                },
                {
                    "start": 769.34,
                    "end": 769.5,
                    "word": " so",
                    "probability": 0.89794921875
                },
                {
                    "start": 769.5,
                    "end": 769.74,
                    "word": " we'll",
                    "probability": 0.84716796875
                },
                {
                    "start": 769.74,
                    "end": 770.14,
                    "word": " still",
                    "probability": 0.904296875
                },
                {
                    "start": 770.14,
                    "end": 770.94,
                    "word": " decode",
                    "probability": 0.95703125
                },
                {
                    "start": 770.94,
                    "end": 771.4,
                    "word": " correctly",
                    "probability": 0.8525390625
                },
                {
                    "start": 771.4,
                    "end": 771.82,
                    "word": ".",
                    "probability": 0.57470703125
                },
                {
                    "start": 771.82,
                    "end": 772.22,
                    "word": " But",
                    "probability": 0.892578125
                },
                {
                    "start": 772.22,
                    "end": 772.4,
                    "word": " we",
                    "probability": 0.90087890625
                },
                {
                    "start": 772.4,
                    "end": 772.7,
                    "word": " also",
                    "probability": 0.8251953125
                },
                {
                    "start": 772.7,
                    "end": 773.18,
                    "word": " realize",
                    "probability": 0.70068359375
                }
            ]
        },
        {
            "id": 132,
            "seek": 79230,
            "start": 773.18,
            "end": 778.88,
            "text": " that there's kind of a large variation in read counts here. And we found that this was reproducible.",
            "tokens": [
                50364,
                300,
                456,
                311,
                733,
                295,
                257,
                2416,
                12990,
                294,
                1401,
                14893,
                510,
                13,
                400,
                321,
                1352,
                300,
                341,
                390,
                11408,
                32128,
                13,
                50652
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19775390392169356,
            "compression_ratio": 1.6285714285714286,
            "no_speech_prob": 0.00013136863708496094,
            "words": [
                {
                    "start": 773.18,
                    "end": 773.3,
                    "word": " that",
                    "probability": 0.260498046875
                },
                {
                    "start": 773.3,
                    "end": 773.56,
                    "word": " there's",
                    "probability": 0.9091796875
                },
                {
                    "start": 773.56,
                    "end": 773.8,
                    "word": " kind",
                    "probability": 0.771484375
                },
                {
                    "start": 773.8,
                    "end": 773.92,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 774.08,
                    "end": 774.6,
                    "word": " a large",
                    "probability": 0.90625
                },
                {
                    "start": 774.6,
                    "end": 775.22,
                    "word": " variation",
                    "probability": 0.73974609375
                },
                {
                    "start": 775.22,
                    "end": 775.48,
                    "word": " in",
                    "probability": 0.8525390625
                },
                {
                    "start": 775.48,
                    "end": 775.7,
                    "word": " read",
                    "probability": 0.86083984375
                },
                {
                    "start": 775.7,
                    "end": 776.08,
                    "word": " counts",
                    "probability": 0.6865234375
                },
                {
                    "start": 776.08,
                    "end": 776.42,
                    "word": " here",
                    "probability": 0.80615234375
                },
                {
                    "start": 776.42,
                    "end": 776.86,
                    "word": ".",
                    "probability": 0.54833984375
                },
                {
                    "start": 776.92,
                    "end": 777.08,
                    "word": " And",
                    "probability": 0.8505859375
                },
                {
                    "start": 777.08,
                    "end": 777.22,
                    "word": " we",
                    "probability": 0.89501953125
                },
                {
                    "start": 777.22,
                    "end": 777.42,
                    "word": " found",
                    "probability": 0.87158203125
                },
                {
                    "start": 777.42,
                    "end": 777.56,
                    "word": " that",
                    "probability": 0.876953125
                },
                {
                    "start": 777.56,
                    "end": 777.7,
                    "word": " this",
                    "probability": 0.8837890625
                },
                {
                    "start": 777.7,
                    "end": 777.84,
                    "word": " was",
                    "probability": 0.66552734375
                },
                {
                    "start": 777.84,
                    "end": 778.44,
                    "word": " reproducible",
                    "probability": 0.924072265625
                },
                {
                    "start": 778.44,
                    "end": 778.88,
                    "word": ".",
                    "probability": 0.52685546875
                }
            ]
        },
        {
            "id": 133,
            "seek": 79230,
            "start": 778.9,
            "end": 783.1,
            "text": " Still cannot figure out why. I'm more than happy to talk to people about why this might be happening",
            "tokens": [
                50652,
                8291,
                2644,
                2573,
                484,
                983,
                13,
                286,
                478,
                544,
                813,
                2055,
                281,
                751,
                281,
                561,
                466,
                983,
                341,
                1062,
                312,
                2737,
                50860
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19775390392169356,
            "compression_ratio": 1.6285714285714286,
            "no_speech_prob": 0.00013136863708496094,
            "words": [
                {
                    "start": 778.9,
                    "end": 779.16,
                    "word": " Still",
                    "probability": 0.81298828125
                },
                {
                    "start": 779.16,
                    "end": 779.54,
                    "word": " cannot",
                    "probability": 0.78466796875
                },
                {
                    "start": 779.54,
                    "end": 779.86,
                    "word": " figure",
                    "probability": 0.9130859375
                },
                {
                    "start": 779.86,
                    "end": 780.02,
                    "word": " out",
                    "probability": 0.8125
                },
                {
                    "start": 780.02,
                    "end": 780.22,
                    "word": " why",
                    "probability": 0.814453125
                },
                {
                    "start": 780.22,
                    "end": 780.3,
                    "word": ".",
                    "probability": 0.6904296875
                },
                {
                    "start": 780.3,
                    "end": 780.48,
                    "word": " I'm",
                    "probability": 0.99072265625
                },
                {
                    "start": 780.48,
                    "end": 781.0,
                    "word": " more",
                    "probability": 0.8759765625
                },
                {
                    "start": 781.0,
                    "end": 781.14,
                    "word": " than",
                    "probability": 0.88134765625
                },
                {
                    "start": 781.14,
                    "end": 781.32,
                    "word": " happy",
                    "probability": 0.81201171875
                },
                {
                    "start": 781.32,
                    "end": 781.5,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 781.5,
                    "end": 781.7,
                    "word": " talk",
                    "probability": 0.818359375
                },
                {
                    "start": 781.7,
                    "end": 781.82,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 781.82,
                    "end": 782.04,
                    "word": " people",
                    "probability": 0.92236328125
                },
                {
                    "start": 782.04,
                    "end": 782.28,
                    "word": " about",
                    "probability": 0.822265625
                },
                {
                    "start": 782.28,
                    "end": 782.44,
                    "word": " why",
                    "probability": 0.81005859375
                },
                {
                    "start": 782.44,
                    "end": 782.62,
                    "word": " this",
                    "probability": 0.87939453125
                },
                {
                    "start": 782.62,
                    "end": 782.76,
                    "word": " might",
                    "probability": 0.78466796875
                },
                {
                    "start": 782.76,
                    "end": 782.86,
                    "word": " be",
                    "probability": 0.9033203125
                },
                {
                    "start": 782.86,
                    "end": 783.1,
                    "word": " happening",
                    "probability": 0.74853515625
                }
            ]
        },
        {
            "id": 134,
            "seek": 79230,
            "start": 783.1,
            "end": 789.1,
            "text": " because we've tried a million things. But it's reproducible so we're able to rescale the counts",
            "tokens": [
                50860,
                570,
                321,
                600,
                3031,
                257,
                2459,
                721,
                13,
                583,
                309,
                311,
                11408,
                32128,
                370,
                321,
                434,
                1075,
                281,
                9610,
                1220,
                264,
                14893,
                51160
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19775390392169356,
            "compression_ratio": 1.6285714285714286,
            "no_speech_prob": 0.00013136863708496094,
            "words": [
                {
                    "start": 783.1,
                    "end": 783.3,
                    "word": " because",
                    "probability": 0.3798828125
                },
                {
                    "start": 783.3,
                    "end": 783.7,
                    "word": " we've",
                    "probability": 0.8310546875
                },
                {
                    "start": 783.7,
                    "end": 784.1,
                    "word": " tried",
                    "probability": 0.7109375
                },
                {
                    "start": 784.22,
                    "end": 784.38,
                    "word": " a million",
                    "probability": 0.77734375
                },
                {
                    "start": 784.38,
                    "end": 784.84,
                    "word": " things",
                    "probability": 0.73388671875
                },
                {
                    "start": 784.84,
                    "end": 785.28,
                    "word": ".",
                    "probability": 0.7265625
                },
                {
                    "start": 785.86,
                    "end": 786.3,
                    "word": " But",
                    "probability": 0.83837890625
                },
                {
                    "start": 786.3,
                    "end": 787.1,
                    "word": " it's",
                    "probability": 0.924072265625
                },
                {
                    "start": 787.1,
                    "end": 787.62,
                    "word": " reproducible",
                    "probability": 0.926025390625
                },
                {
                    "start": 787.62,
                    "end": 787.84,
                    "word": " so",
                    "probability": 0.271240234375
                },
                {
                    "start": 787.84,
                    "end": 787.98,
                    "word": " we're",
                    "probability": 0.685546875
                },
                {
                    "start": 787.98,
                    "end": 788.12,
                    "word": " able",
                    "probability": 0.88916015625
                },
                {
                    "start": 788.12,
                    "end": 788.28,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 788.28,
                    "end": 788.64,
                    "word": " rescale",
                    "probability": 0.793212890625
                },
                {
                    "start": 788.64,
                    "end": 788.78,
                    "word": " the",
                    "probability": 0.7939453125
                },
                {
                    "start": 788.78,
                    "end": 789.1,
                    "word": " counts",
                    "probability": 0.7412109375
                }
            ]
        },
        {
            "id": 135,
            "seek": 79230,
            "start": 789.1,
            "end": 795.8,
            "text": " and essentially what happens is that we get no bit errors after doing that. And we recover our final,",
            "tokens": [
                51160,
                293,
                4476,
                437,
                2314,
                307,
                300,
                321,
                483,
                572,
                857,
                13603,
                934,
                884,
                300,
                13,
                400,
                321,
                8114,
                527,
                2572,
                11,
                51488
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19775390392169356,
            "compression_ratio": 1.6285714285714286,
            "no_speech_prob": 0.00013136863708496094,
            "words": [
                {
                    "start": 789.1,
                    "end": 789.26,
                    "word": " and",
                    "probability": 0.378662109375
                },
                {
                    "start": 789.26,
                    "end": 789.62,
                    "word": " essentially",
                    "probability": 0.65771484375
                },
                {
                    "start": 789.62,
                    "end": 789.84,
                    "word": " what",
                    "probability": 0.8310546875
                },
                {
                    "start": 789.84,
                    "end": 790.14,
                    "word": " happens",
                    "probability": 0.91455078125
                },
                {
                    "start": 790.14,
                    "end": 790.3,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 790.3,
                    "end": 790.4,
                    "word": " that",
                    "probability": 0.87353515625
                },
                {
                    "start": 790.4,
                    "end": 790.52,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 790.52,
                    "end": 790.7,
                    "word": " get",
                    "probability": 0.9013671875
                },
                {
                    "start": 790.7,
                    "end": 791.38,
                    "word": " no",
                    "probability": 0.8701171875
                },
                {
                    "start": 791.38,
                    "end": 791.6,
                    "word": " bit",
                    "probability": 0.83154296875
                },
                {
                    "start": 791.6,
                    "end": 791.92,
                    "word": " errors",
                    "probability": 0.86279296875
                },
                {
                    "start": 791.92,
                    "end": 792.46,
                    "word": " after",
                    "probability": 0.73974609375
                },
                {
                    "start": 792.46,
                    "end": 792.92,
                    "word": " doing",
                    "probability": 0.91064453125
                },
                {
                    "start": 792.92,
                    "end": 793.18,
                    "word": " that",
                    "probability": 0.8837890625
                },
                {
                    "start": 793.18,
                    "end": 793.62,
                    "word": ".",
                    "probability": 0.607421875
                },
                {
                    "start": 793.76,
                    "end": 794.02,
                    "word": " And",
                    "probability": 0.89990234375
                },
                {
                    "start": 794.02,
                    "end": 794.2,
                    "word": " we",
                    "probability": 0.8974609375
                },
                {
                    "start": 794.2,
                    "end": 794.7,
                    "word": " recover",
                    "probability": 0.7353515625
                },
                {
                    "start": 794.7,
                    "end": 795.02,
                    "word": " our",
                    "probability": 0.82177734375
                },
                {
                    "start": 795.02,
                    "end": 795.58,
                    "word": " final",
                    "probability": 0.90966796875
                },
                {
                    "start": 795.58,
                    "end": 795.8,
                    "word": ",",
                    "probability": 0.2314453125
                }
            ]
        },
        {
            "id": 136,
            "seek": 81880,
            "start": 795.8,
            "end": 804.82,
            "text": " final decoded message here. So our final results, we are talking about how long does it take to",
            "tokens": [
                50364,
                2572,
                979,
                12340,
                3636,
                510,
                13,
                407,
                527,
                2572,
                3542,
                11,
                321,
                366,
                1417,
                466,
                577,
                938,
                775,
                309,
                747,
                281,
                50816
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21890469706884705,
            "compression_ratio": 1.61864406779661,
            "no_speech_prob": 0.0014781951904296875,
            "words": [
                {
                    "start": 795.8,
                    "end": 795.96,
                    "word": " final",
                    "probability": 0.0218048095703125
                },
                {
                    "start": 795.96,
                    "end": 796.4,
                    "word": " decoded",
                    "probability": 0.916259765625
                },
                {
                    "start": 796.4,
                    "end": 796.76,
                    "word": " message",
                    "probability": 0.83447265625
                },
                {
                    "start": 796.76,
                    "end": 797.04,
                    "word": " here",
                    "probability": 0.810546875
                },
                {
                    "start": 797.04,
                    "end": 797.58,
                    "word": ".",
                    "probability": 0.98095703125
                },
                {
                    "start": 799.66,
                    "end": 800.2,
                    "word": " So",
                    "probability": 0.070068359375
                },
                {
                    "start": 800.2,
                    "end": 800.36,
                    "word": " our",
                    "probability": 0.466796875
                },
                {
                    "start": 800.36,
                    "end": 800.66,
                    "word": " final",
                    "probability": 0.89111328125
                },
                {
                    "start": 800.66,
                    "end": 801.24,
                    "word": " results",
                    "probability": 0.68115234375
                },
                {
                    "start": 801.24,
                    "end": 801.46,
                    "word": ",",
                    "probability": 0.826171875
                },
                {
                    "start": 801.46,
                    "end": 801.62,
                    "word": " we",
                    "probability": 0.8984375
                },
                {
                    "start": 801.62,
                    "end": 801.8,
                    "word": " are",
                    "probability": 0.8955078125
                },
                {
                    "start": 801.8,
                    "end": 802.18,
                    "word": " talking",
                    "probability": 0.7646484375
                },
                {
                    "start": 802.18,
                    "end": 802.74,
                    "word": " about",
                    "probability": 0.8203125
                },
                {
                    "start": 802.74,
                    "end": 803.84,
                    "word": " how",
                    "probability": 0.7900390625
                },
                {
                    "start": 803.84,
                    "end": 804.1,
                    "word": " long",
                    "probability": 0.88916015625
                },
                {
                    "start": 804.1,
                    "end": 804.24,
                    "word": " does",
                    "probability": 0.91650390625
                },
                {
                    "start": 804.24,
                    "end": 804.36,
                    "word": " it",
                    "probability": 0.9033203125
                },
                {
                    "start": 804.36,
                    "end": 804.62,
                    "word": " take",
                    "probability": 0.8251953125
                },
                {
                    "start": 804.62,
                    "end": 804.82,
                    "word": " to",
                    "probability": 0.90576171875
                }
            ]
        },
        {
            "id": 137,
            "seek": 81880,
            "start": 804.82,
            "end": 810.58,
            "text": " actually decode a message. Do you need to run this for hours? Overnight? Seconds? Minutes? And so what",
            "tokens": [
                50816,
                767,
                979,
                1429,
                257,
                3636,
                13,
                1144,
                291,
                643,
                281,
                1190,
                341,
                337,
                2496,
                30,
                422,
                1659,
                397,
                30,
                5736,
                82,
                30,
                2829,
                1819,
                30,
                400,
                370,
                437,
                51100
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21890469706884705,
            "compression_ratio": 1.61864406779661,
            "no_speech_prob": 0.0014781951904296875,
            "words": [
                {
                    "start": 804.82,
                    "end": 805.12,
                    "word": " actually",
                    "probability": 0.80029296875
                },
                {
                    "start": 805.12,
                    "end": 805.48,
                    "word": " decode",
                    "probability": 0.94775390625
                },
                {
                    "start": 805.64,
                    "end": 806.0,
                    "word": " a message",
                    "probability": 0.8251953125
                },
                {
                    "start": 806.0,
                    "end": 806.12,
                    "word": ".",
                    "probability": 0.260009765625
                },
                {
                    "start": 806.12,
                    "end": 806.22,
                    "word": " Do",
                    "probability": 0.9033203125
                },
                {
                    "start": 806.22,
                    "end": 806.3,
                    "word": " you",
                    "probability": 0.88671875
                },
                {
                    "start": 806.3,
                    "end": 806.4,
                    "word": " need",
                    "probability": 0.80859375
                },
                {
                    "start": 806.4,
                    "end": 806.52,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 806.52,
                    "end": 806.62,
                    "word": " run",
                    "probability": 0.9033203125
                },
                {
                    "start": 806.62,
                    "end": 806.76,
                    "word": " this",
                    "probability": 0.8798828125
                },
                {
                    "start": 806.76,
                    "end": 806.9,
                    "word": " for",
                    "probability": 0.89990234375
                },
                {
                    "start": 806.9,
                    "end": 807.22,
                    "word": " hours",
                    "probability": 0.814453125
                },
                {
                    "start": 807.22,
                    "end": 807.28,
                    "word": "?",
                    "probability": 0.0670166015625
                },
                {
                    "start": 807.28,
                    "end": 807.78,
                    "word": " Overnight",
                    "probability": 0.9329427083333334
                },
                {
                    "start": 807.78,
                    "end": 808.22,
                    "word": "?",
                    "probability": 0.90478515625
                },
                {
                    "start": 808.32,
                    "end": 808.86,
                    "word": " Seconds",
                    "probability": 0.821044921875
                },
                {
                    "start": 808.86,
                    "end": 808.92,
                    "word": "?",
                    "probability": 0.83154296875
                },
                {
                    "start": 808.92,
                    "end": 809.26,
                    "word": " Minutes",
                    "probability": 0.96630859375
                },
                {
                    "start": 809.26,
                    "end": 809.7,
                    "word": "?",
                    "probability": 0.978515625
                },
                {
                    "start": 809.7,
                    "end": 809.98,
                    "word": " And",
                    "probability": 0.60205078125
                },
                {
                    "start": 809.98,
                    "end": 810.48,
                    "word": " so",
                    "probability": 0.78955078125
                },
                {
                    "start": 810.48,
                    "end": 810.58,
                    "word": " what",
                    "probability": 0.8115234375
                }
            ]
        },
        {
            "id": 138,
            "seek": 81880,
            "start": 810.58,
            "end": 816.06,
            "text": " we have here is on the x-axis we've got our sequencing runtime in seconds in the log scale.",
            "tokens": [
                51100,
                321,
                362,
                510,
                307,
                322,
                264,
                2031,
                12,
                24633,
                321,
                600,
                658,
                527,
                32693,
                34474,
                294,
                3949,
                294,
                264,
                3565,
                4373,
                13,
                51360
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21890469706884705,
            "compression_ratio": 1.61864406779661,
            "no_speech_prob": 0.0014781951904296875,
            "words": [
                {
                    "start": 810.58,
                    "end": 810.7,
                    "word": " we",
                    "probability": 0.904296875
                },
                {
                    "start": 810.7,
                    "end": 810.88,
                    "word": " have",
                    "probability": 0.8779296875
                },
                {
                    "start": 810.88,
                    "end": 811.12,
                    "word": " here",
                    "probability": 0.814453125
                },
                {
                    "start": 811.12,
                    "end": 811.46,
                    "word": " is",
                    "probability": 0.8935546875
                },
                {
                    "start": 811.46,
                    "end": 811.64,
                    "word": " on",
                    "probability": 0.7978515625
                },
                {
                    "start": 811.64,
                    "end": 811.78,
                    "word": " the",
                    "probability": 0.6669921875
                },
                {
                    "start": 811.78,
                    "end": 811.92,
                    "word": " x",
                    "probability": 0.60107421875
                },
                {
                    "start": 811.92,
                    "end": 812.16,
                    "word": "-axis",
                    "probability": 0.901123046875
                },
                {
                    "start": 812.16,
                    "end": 812.44,
                    "word": " we've",
                    "probability": 0.5814208984375
                },
                {
                    "start": 812.44,
                    "end": 812.54,
                    "word": " got",
                    "probability": 0.8828125
                },
                {
                    "start": 812.54,
                    "end": 812.66,
                    "word": " our",
                    "probability": 0.7998046875
                },
                {
                    "start": 812.66,
                    "end": 812.96,
                    "word": " sequencing",
                    "probability": 0.93359375
                },
                {
                    "start": 812.96,
                    "end": 813.42,
                    "word": " runtime",
                    "probability": 0.54541015625
                },
                {
                    "start": 813.42,
                    "end": 814.16,
                    "word": " in",
                    "probability": 0.869140625
                },
                {
                    "start": 814.16,
                    "end": 814.88,
                    "word": " seconds",
                    "probability": 0.6953125
                },
                {
                    "start": 814.88,
                    "end": 815.06,
                    "word": " in",
                    "probability": 0.56591796875
                },
                {
                    "start": 815.06,
                    "end": 815.16,
                    "word": " the",
                    "probability": 0.80810546875
                },
                {
                    "start": 815.16,
                    "end": 815.34,
                    "word": " log",
                    "probability": 0.7724609375
                },
                {
                    "start": 815.34,
                    "end": 815.68,
                    "word": " scale",
                    "probability": 0.826171875
                },
                {
                    "start": 815.68,
                    "end": 816.06,
                    "word": ".",
                    "probability": 0.435302734375
                }
            ]
        },
        {
            "id": 139,
            "seek": 81880,
            "start": 816.06,
            "end": 822.3,
            "text": " And then we've got our code word distance over here. So you can imagine that in reality you",
            "tokens": [
                51388,
                400,
                550,
                321,
                600,
                658,
                527,
                3089,
                1349,
                4560,
                670,
                510,
                13,
                407,
                291,
                393,
                3811,
                300,
                294,
                4103,
                291,
                51684
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21890469706884705,
            "compression_ratio": 1.61864406779661,
            "no_speech_prob": 0.0014781951904296875,
            "words": [
                {
                    "start": 816.06,
                    "end": 816.52,
                    "word": " And",
                    "probability": 0.89013671875
                },
                {
                    "start": 816.52,
                    "end": 816.8,
                    "word": " then",
                    "probability": 0.7275390625
                },
                {
                    "start": 816.8,
                    "end": 817.06,
                    "word": " we've",
                    "probability": 0.916748046875
                },
                {
                    "start": 817.06,
                    "end": 817.24,
                    "word": " got",
                    "probability": 0.88916015625
                },
                {
                    "start": 817.24,
                    "end": 817.42,
                    "word": " our",
                    "probability": 0.81201171875
                },
                {
                    "start": 817.42,
                    "end": 817.66,
                    "word": " code",
                    "probability": 0.6669921875
                },
                {
                    "start": 817.66,
                    "end": 817.84,
                    "word": " word",
                    "probability": 0.68212890625
                },
                {
                    "start": 817.84,
                    "end": 818.34,
                    "word": " distance",
                    "probability": 0.77978515625
                },
                {
                    "start": 818.34,
                    "end": 819.02,
                    "word": " over",
                    "probability": 0.8857421875
                },
                {
                    "start": 819.02,
                    "end": 819.32,
                    "word": " here",
                    "probability": 0.81640625
                },
                {
                    "start": 819.32,
                    "end": 819.86,
                    "word": ".",
                    "probability": 0.98779296875
                },
                {
                    "start": 819.88,
                    "end": 820.24,
                    "word": " So",
                    "probability": 0.888671875
                },
                {
                    "start": 820.24,
                    "end": 820.58,
                    "word": " you",
                    "probability": 0.833984375
                },
                {
                    "start": 820.58,
                    "end": 820.72,
                    "word": " can",
                    "probability": 0.896484375
                },
                {
                    "start": 820.72,
                    "end": 821.0,
                    "word": " imagine",
                    "probability": 0.80029296875
                },
                {
                    "start": 821.0,
                    "end": 821.32,
                    "word": " that",
                    "probability": 0.88037109375
                },
                {
                    "start": 821.32,
                    "end": 821.76,
                    "word": " in",
                    "probability": 0.7412109375
                },
                {
                    "start": 821.76,
                    "end": 822.08,
                    "word": " reality",
                    "probability": 0.88720703125
                },
                {
                    "start": 822.08,
                    "end": 822.3,
                    "word": " you",
                    "probability": 0.5791015625
                }
            ]
        },
        {
            "id": 140,
            "seek": 84538,
            "start": 822.3,
            "end": 830.16,
            "text": " could possibly get all 96 bits wrong. However, because we have used error correcting codes,",
            "tokens": [
                50376,
                727,
                6264,
                483,
                439,
                24124,
                9239,
                2085,
                13,
                2908,
                11,
                570,
                321,
                362,
                1143,
                6713,
                47032,
                14211,
                11,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21928266808390617,
            "compression_ratio": 1.6194690265486726,
            "no_speech_prob": 0.0005702972412109375,
            "words": [
                {
                    "start": 822.3,
                    "end": 822.68,
                    "word": " could",
                    "probability": 0.01268768310546875
                },
                {
                    "start": 822.68,
                    "end": 823.12,
                    "word": " possibly",
                    "probability": 0.8291015625
                },
                {
                    "start": 823.12,
                    "end": 823.36,
                    "word": " get",
                    "probability": 0.90087890625
                },
                {
                    "start": 823.36,
                    "end": 823.54,
                    "word": " all",
                    "probability": 0.89892578125
                },
                {
                    "start": 823.54,
                    "end": 823.96,
                    "word": " 96",
                    "probability": 0.896484375
                },
                {
                    "start": 823.96,
                    "end": 824.32,
                    "word": " bits",
                    "probability": 0.82958984375
                },
                {
                    "start": 824.32,
                    "end": 824.68,
                    "word": " wrong",
                    "probability": 0.82080078125
                },
                {
                    "start": 824.68,
                    "end": 825.1,
                    "word": ".",
                    "probability": 0.84375
                },
                {
                    "start": 825.1,
                    "end": 825.5,
                    "word": " However",
                    "probability": 0.849609375
                },
                {
                    "start": 825.5,
                    "end": 825.54,
                    "word": ",",
                    "probability": 0.94140625
                },
                {
                    "start": 825.54,
                    "end": 826.02,
                    "word": " because",
                    "probability": 0.83642578125
                },
                {
                    "start": 826.02,
                    "end": 826.22,
                    "word": " we",
                    "probability": 0.90625
                },
                {
                    "start": 826.22,
                    "end": 826.52,
                    "word": " have",
                    "probability": 0.87353515625
                },
                {
                    "start": 826.52,
                    "end": 827.3,
                    "word": " used",
                    "probability": 0.8466796875
                },
                {
                    "start": 827.3,
                    "end": 828.04,
                    "word": " error",
                    "probability": 0.8369140625
                },
                {
                    "start": 828.04,
                    "end": 828.4,
                    "word": " correcting",
                    "probability": 0.69140625
                },
                {
                    "start": 828.4,
                    "end": 829.88,
                    "word": " codes",
                    "probability": 0.77880859375
                },
                {
                    "start": 829.88,
                    "end": 830.16,
                    "word": ",",
                    "probability": 0.85693359375
                }
            ]
        },
        {
            "id": 141,
            "seek": 84538,
            "start": 830.16,
            "end": 838.06,
            "text": " the maximum or the minimum distance between all of them is 18 bits. So if you get 19 bits wrong,",
            "tokens": [
                50764,
                264,
                6674,
                420,
                264,
                7285,
                4560,
                1296,
                439,
                295,
                552,
                307,
                2443,
                9239,
                13,
                407,
                498,
                291,
                483,
                1294,
                9239,
                2085,
                11,
                51152
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21928266808390617,
            "compression_ratio": 1.6194690265486726,
            "no_speech_prob": 0.0005702972412109375,
            "words": [
                {
                    "start": 830.16,
                    "end": 830.54,
                    "word": " the",
                    "probability": 0.80419921875
                },
                {
                    "start": 830.54,
                    "end": 830.98,
                    "word": " maximum",
                    "probability": 0.52197265625
                },
                {
                    "start": 830.98,
                    "end": 831.38,
                    "word": " or",
                    "probability": 0.66552734375
                },
                {
                    "start": 831.38,
                    "end": 831.5,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 831.5,
                    "end": 831.68,
                    "word": " minimum",
                    "probability": 0.8974609375
                },
                {
                    "start": 831.68,
                    "end": 832.36,
                    "word": " distance",
                    "probability": 0.81298828125
                },
                {
                    "start": 832.36,
                    "end": 832.7,
                    "word": " between",
                    "probability": 0.76953125
                },
                {
                    "start": 832.7,
                    "end": 832.96,
                    "word": " all",
                    "probability": 0.89501953125
                },
                {
                    "start": 832.96,
                    "end": 833.08,
                    "word": " of",
                    "probability": 0.853515625
                },
                {
                    "start": 833.08,
                    "end": 833.26,
                    "word": " them",
                    "probability": 0.73486328125
                },
                {
                    "start": 833.26,
                    "end": 833.62,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 833.62,
                    "end": 834.3,
                    "word": " 18",
                    "probability": 0.88232421875
                },
                {
                    "start": 834.3,
                    "end": 834.66,
                    "word": " bits",
                    "probability": 0.81884765625
                },
                {
                    "start": 834.66,
                    "end": 835.06,
                    "word": ".",
                    "probability": 0.94677734375
                },
                {
                    "start": 835.06,
                    "end": 835.38,
                    "word": " So",
                    "probability": 0.87255859375
                },
                {
                    "start": 835.38,
                    "end": 835.58,
                    "word": " if",
                    "probability": 0.59521484375
                },
                {
                    "start": 835.58,
                    "end": 835.7,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 835.7,
                    "end": 836.04,
                    "word": " get",
                    "probability": 0.90283203125
                },
                {
                    "start": 836.04,
                    "end": 837.44,
                    "word": " 19",
                    "probability": 0.85302734375
                },
                {
                    "start": 837.44,
                    "end": 837.76,
                    "word": " bits",
                    "probability": 0.8203125
                },
                {
                    "start": 837.76,
                    "end": 838.04,
                    "word": " wrong",
                    "probability": 0.83154296875
                },
                {
                    "start": 838.04,
                    "end": 838.06,
                    "word": ",",
                    "probability": 0.50537109375
                }
            ]
        },
        {
            "id": 142,
            "seek": 84538,
            "start": 838.06,
            "end": 843.48,
            "text": " in some cases you'll actually get a totally different code word. So in this context with",
            "tokens": [
                51152,
                294,
                512,
                3331,
                291,
                603,
                767,
                483,
                257,
                3879,
                819,
                3089,
                1349,
                13,
                407,
                294,
                341,
                4319,
                365,
                51420
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21928266808390617,
            "compression_ratio": 1.6194690265486726,
            "no_speech_prob": 0.0005702972412109375,
            "words": [
                {
                    "start": 838.06,
                    "end": 838.24,
                    "word": " in",
                    "probability": 0.78515625
                },
                {
                    "start": 838.24,
                    "end": 838.68,
                    "word": " some",
                    "probability": 0.82470703125
                },
                {
                    "start": 838.68,
                    "end": 839.04,
                    "word": " cases",
                    "probability": 0.81298828125
                },
                {
                    "start": 839.04,
                    "end": 839.44,
                    "word": " you'll",
                    "probability": 0.443359375
                },
                {
                    "start": 839.44,
                    "end": 840.58,
                    "word": " actually",
                    "probability": 0.7548828125
                },
                {
                    "start": 840.58,
                    "end": 840.82,
                    "word": " get",
                    "probability": 0.89794921875
                },
                {
                    "start": 840.96,
                    "end": 841.16,
                    "word": " a totally",
                    "probability": 0.73974609375
                },
                {
                    "start": 841.16,
                    "end": 841.46,
                    "word": " different",
                    "probability": 0.7021484375
                },
                {
                    "start": 841.46,
                    "end": 841.78,
                    "word": " code",
                    "probability": 0.6064453125
                },
                {
                    "start": 841.78,
                    "end": 841.98,
                    "word": " word",
                    "probability": 0.8310546875
                },
                {
                    "start": 841.98,
                    "end": 842.46,
                    "word": ".",
                    "probability": 0.98291015625
                },
                {
                    "start": 842.46,
                    "end": 842.58,
                    "word": " So",
                    "probability": 0.89306640625
                },
                {
                    "start": 842.58,
                    "end": 842.74,
                    "word": " in",
                    "probability": 0.84033203125
                },
                {
                    "start": 842.74,
                    "end": 842.92,
                    "word": " this",
                    "probability": 0.8818359375
                },
                {
                    "start": 842.92,
                    "end": 843.3,
                    "word": " context",
                    "probability": 0.76171875
                },
                {
                    "start": 843.3,
                    "end": 843.48,
                    "word": " with",
                    "probability": 0.62353515625
                }
            ]
        },
        {
            "id": 143,
            "seek": 84538,
            "start": 843.48,
            "end": 848.88,
            "text": " the error correction, the maximum number of bits can be anywhere from like 18 to 20-ish.",
            "tokens": [
                51420,
                264,
                6713,
                19984,
                11,
                264,
                6674,
                1230,
                295,
                9239,
                393,
                312,
                4992,
                490,
                411,
                2443,
                281,
                945,
                12,
                742,
                13,
                51660
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21928266808390617,
            "compression_ratio": 1.6194690265486726,
            "no_speech_prob": 0.0005702972412109375,
            "words": [
                {
                    "start": 843.48,
                    "end": 843.58,
                    "word": " the",
                    "probability": 0.63427734375
                },
                {
                    "start": 843.58,
                    "end": 843.74,
                    "word": " error",
                    "probability": 0.8515625
                },
                {
                    "start": 843.74,
                    "end": 844.06,
                    "word": " correction",
                    "probability": 0.82958984375
                },
                {
                    "start": 844.06,
                    "end": 844.28,
                    "word": ",",
                    "probability": 0.80419921875
                },
                {
                    "start": 844.28,
                    "end": 844.36,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 844.36,
                    "end": 844.72,
                    "word": " maximum",
                    "probability": 0.802734375
                },
                {
                    "start": 844.72,
                    "end": 845.26,
                    "word": " number",
                    "probability": 0.88330078125
                },
                {
                    "start": 845.26,
                    "end": 845.44,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 845.44,
                    "end": 845.66,
                    "word": " bits",
                    "probability": 0.8203125
                },
                {
                    "start": 845.66,
                    "end": 846.32,
                    "word": " can",
                    "probability": 0.89404296875
                },
                {
                    "start": 846.32,
                    "end": 846.46,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 846.46,
                    "end": 846.76,
                    "word": " anywhere",
                    "probability": 0.7421875
                },
                {
                    "start": 846.76,
                    "end": 847.02,
                    "word": " from",
                    "probability": 0.814453125
                },
                {
                    "start": 847.02,
                    "end": 847.2,
                    "word": " like",
                    "probability": 0.7294921875
                },
                {
                    "start": 847.2,
                    "end": 847.52,
                    "word": " 18",
                    "probability": 0.90087890625
                },
                {
                    "start": 847.52,
                    "end": 847.66,
                    "word": " to",
                    "probability": 0.892578125
                },
                {
                    "start": 847.66,
                    "end": 847.96,
                    "word": " 20",
                    "probability": 0.916015625
                },
                {
                    "start": 847.96,
                    "end": 848.26,
                    "word": "-ish",
                    "probability": 0.658203125
                },
                {
                    "start": 848.26,
                    "end": 848.88,
                    "word": ".",
                    "probability": 0.98095703125
                }
            ]
        },
        {
            "id": 144,
            "seek": 87518,
            "start": 849.86,
            "end": 855.88,
            "text": " And so what we have here is, as expected, as your sequencing runtime goes down,",
            "tokens": [
                50384,
                400,
                370,
                437,
                321,
                362,
                510,
                307,
                11,
                382,
                5176,
                11,
                382,
                428,
                32693,
                34474,
                1709,
                760,
                11,
                50704
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3248762376237624,
            "compression_ratio": 1.753968253968254,
            "no_speech_prob": 0.0018968582153320312,
            "words": [
                {
                    "start": 849.86,
                    "end": 850.46,
                    "word": " And",
                    "probability": 0.07275390625
                },
                {
                    "start": 850.46,
                    "end": 850.46,
                    "word": " so",
                    "probability": 0.049774169921875
                },
                {
                    "start": 850.46,
                    "end": 850.46,
                    "word": " what",
                    "probability": 0.049560546875
                },
                {
                    "start": 850.46,
                    "end": 850.58,
                    "word": " we",
                    "probability": 0.517578125
                },
                {
                    "start": 850.58,
                    "end": 850.78,
                    "word": " have",
                    "probability": 0.281494140625
                },
                {
                    "start": 850.78,
                    "end": 851.12,
                    "word": " here",
                    "probability": 0.71875
                },
                {
                    "start": 851.12,
                    "end": 851.66,
                    "word": " is",
                    "probability": 0.7646484375
                },
                {
                    "start": 851.66,
                    "end": 852.04,
                    "word": ",",
                    "probability": 0.31591796875
                },
                {
                    "start": 852.04,
                    "end": 852.68,
                    "word": " as",
                    "probability": 0.84326171875
                },
                {
                    "start": 852.68,
                    "end": 853.32,
                    "word": " expected",
                    "probability": 0.68603515625
                },
                {
                    "start": 853.32,
                    "end": 853.6,
                    "word": ",",
                    "probability": 0.86474609375
                },
                {
                    "start": 853.6,
                    "end": 853.76,
                    "word": " as",
                    "probability": 0.87646484375
                },
                {
                    "start": 853.76,
                    "end": 853.88,
                    "word": " your",
                    "probability": 0.6298828125
                },
                {
                    "start": 853.88,
                    "end": 854.16,
                    "word": " sequencing",
                    "probability": 0.94482421875
                },
                {
                    "start": 854.16,
                    "end": 854.48,
                    "word": " runtime",
                    "probability": 0.60205078125
                },
                {
                    "start": 854.48,
                    "end": 854.94,
                    "word": " goes",
                    "probability": 0.392822265625
                },
                {
                    "start": 854.94,
                    "end": 855.46,
                    "word": " down",
                    "probability": 0.83154296875
                },
                {
                    "start": 855.46,
                    "end": 855.88,
                    "word": ",",
                    "probability": 0.53466796875
                }
            ]
        },
        {
            "id": 145,
            "seek": 87518,
            "start": 855.88,
            "end": 860.02,
            "text": " or as your sequencing runtime increases, the chance of you getting the message wrong goes",
            "tokens": [
                50704,
                420,
                382,
                428,
                32693,
                34474,
                8637,
                11,
                264,
                2931,
                295,
                291,
                1242,
                264,
                3636,
                2085,
                1709,
                50920
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3248762376237624,
            "compression_ratio": 1.753968253968254,
            "no_speech_prob": 0.0018968582153320312,
            "words": [
                {
                    "start": 855.88,
                    "end": 855.98,
                    "word": " or",
                    "probability": 0.8359375
                },
                {
                    "start": 855.98,
                    "end": 856.18,
                    "word": " as",
                    "probability": 0.79443359375
                },
                {
                    "start": 856.18,
                    "end": 856.3,
                    "word": " your",
                    "probability": 0.7392578125
                },
                {
                    "start": 856.3,
                    "end": 856.6,
                    "word": " sequencing",
                    "probability": 0.9248046875
                },
                {
                    "start": 856.6,
                    "end": 857.0,
                    "word": " runtime",
                    "probability": 0.65576171875
                },
                {
                    "start": 857.0,
                    "end": 857.58,
                    "word": " increases",
                    "probability": 0.89990234375
                },
                {
                    "start": 857.58,
                    "end": 857.82,
                    "word": ",",
                    "probability": 0.89990234375
                },
                {
                    "start": 857.82,
                    "end": 857.94,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 857.94,
                    "end": 858.24,
                    "word": " chance",
                    "probability": 0.9091796875
                },
                {
                    "start": 858.24,
                    "end": 858.36,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 858.36,
                    "end": 858.46,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 858.46,
                    "end": 858.7,
                    "word": " getting",
                    "probability": 0.8974609375
                },
                {
                    "start": 858.7,
                    "end": 859.02,
                    "word": " the",
                    "probability": 0.62451171875
                },
                {
                    "start": 859.02,
                    "end": 859.36,
                    "word": " message",
                    "probability": 0.828125
                },
                {
                    "start": 859.36,
                    "end": 859.74,
                    "word": " wrong",
                    "probability": 0.82568359375
                },
                {
                    "start": 859.74,
                    "end": 860.02,
                    "word": " goes",
                    "probability": 0.83154296875
                }
            ]
        },
        {
            "id": 146,
            "seek": 87518,
            "start": 860.02,
            "end": 864.72,
            "text": " down because you've absorbed enough reads to be really confident. Each x here is an incorrect",
            "tokens": [
                50920,
                760,
                570,
                291,
                600,
                20799,
                1547,
                15700,
                281,
                312,
                534,
                6679,
                13,
                6947,
                2031,
                510,
                307,
                364,
                18424,
                51156
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3248762376237624,
            "compression_ratio": 1.753968253968254,
            "no_speech_prob": 0.0018968582153320312,
            "words": [
                {
                    "start": 860.02,
                    "end": 860.28,
                    "word": " down",
                    "probability": 0.822265625
                },
                {
                    "start": 860.28,
                    "end": 860.52,
                    "word": " because",
                    "probability": 0.623046875
                },
                {
                    "start": 860.52,
                    "end": 860.74,
                    "word": " you've",
                    "probability": 0.8857421875
                },
                {
                    "start": 860.74,
                    "end": 861.04,
                    "word": " absorbed",
                    "probability": 0.77392578125
                },
                {
                    "start": 861.04,
                    "end": 861.38,
                    "word": " enough",
                    "probability": 0.79052734375
                },
                {
                    "start": 861.38,
                    "end": 861.72,
                    "word": " reads",
                    "probability": 0.72900390625
                },
                {
                    "start": 861.72,
                    "end": 861.88,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 861.88,
                    "end": 861.98,
                    "word": " be",
                    "probability": 0.8974609375
                },
                {
                    "start": 861.98,
                    "end": 862.22,
                    "word": " really",
                    "probability": 0.68896484375
                },
                {
                    "start": 862.22,
                    "end": 862.6,
                    "word": " confident",
                    "probability": 0.92724609375
                },
                {
                    "start": 862.6,
                    "end": 863.2,
                    "word": ".",
                    "probability": 0.99267578125
                },
                {
                    "start": 863.24,
                    "end": 863.72,
                    "word": " Each",
                    "probability": 0.865234375
                },
                {
                    "start": 863.72,
                    "end": 864.02,
                    "word": " x",
                    "probability": 0.343994140625
                },
                {
                    "start": 864.02,
                    "end": 864.2,
                    "word": " here",
                    "probability": 0.806640625
                },
                {
                    "start": 864.2,
                    "end": 864.34,
                    "word": " is",
                    "probability": 0.87646484375
                },
                {
                    "start": 864.34,
                    "end": 864.42,
                    "word": " an",
                    "probability": 0.59765625
                },
                {
                    "start": 864.42,
                    "end": 864.72,
                    "word": " incorrect",
                    "probability": 0.9248046875
                }
            ]
        },
        {
            "id": 147,
            "seek": 87518,
            "start": 864.72,
            "end": 870.4,
            "text": " decoding and then our dashed line is guaranteed correct decoding with error correction.",
            "tokens": [
                51156,
                979,
                8616,
                293,
                550,
                527,
                8240,
                292,
                1622,
                307,
                18031,
                3006,
                979,
                8616,
                365,
                6713,
                19984,
                13,
                51428
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3248762376237624,
            "compression_ratio": 1.753968253968254,
            "no_speech_prob": 0.0018968582153320312,
            "words": [
                {
                    "start": 864.72,
                    "end": 865.18,
                    "word": " decoding",
                    "probability": 0.9599609375
                },
                {
                    "start": 865.18,
                    "end": 865.44,
                    "word": " and",
                    "probability": 0.280029296875
                },
                {
                    "start": 865.44,
                    "end": 865.58,
                    "word": " then",
                    "probability": 0.7294921875
                },
                {
                    "start": 865.58,
                    "end": 865.86,
                    "word": " our",
                    "probability": 0.79638671875
                },
                {
                    "start": 865.86,
                    "end": 866.32,
                    "word": " dashed",
                    "probability": 0.740478515625
                },
                {
                    "start": 866.32,
                    "end": 866.6,
                    "word": " line",
                    "probability": 0.86865234375
                },
                {
                    "start": 866.6,
                    "end": 867.2,
                    "word": " is",
                    "probability": 0.90185546875
                },
                {
                    "start": 867.2,
                    "end": 868.02,
                    "word": " guaranteed",
                    "probability": 0.79931640625
                },
                {
                    "start": 868.02,
                    "end": 868.52,
                    "word": " correct",
                    "probability": 0.88623046875
                },
                {
                    "start": 868.52,
                    "end": 869.0,
                    "word": " decoding",
                    "probability": 0.94873046875
                },
                {
                    "start": 869.0,
                    "end": 869.5,
                    "word": " with",
                    "probability": 0.8056640625
                },
                {
                    "start": 869.5,
                    "end": 869.74,
                    "word": " error",
                    "probability": 0.6640625
                },
                {
                    "start": 869.74,
                    "end": 870.1,
                    "word": " correction",
                    "probability": 0.84521484375
                },
                {
                    "start": 870.1,
                    "end": 870.4,
                    "word": ".",
                    "probability": 0.97802734375
                }
            ]
        },
        {
            "id": 148,
            "seek": 87518,
            "start": 872.36,
            "end": 878.68,
            "text": " And we are able to decode with only about 10 seconds of data, which is really nice because",
            "tokens": [
                51548,
                400,
                321,
                366,
                1075,
                281,
                979,
                1429,
                365,
                787,
                466,
                1266,
                3949,
                295,
                1412,
                11,
                597,
                307,
                534,
                1481,
                570,
                51848
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3248762376237624,
            "compression_ratio": 1.753968253968254,
            "no_speech_prob": 0.0018968582153320312,
            "words": [
                {
                    "start": 872.36,
                    "end": 872.96,
                    "word": " And",
                    "probability": 0.88232421875
                },
                {
                    "start": 872.96,
                    "end": 873.3,
                    "word": " we",
                    "probability": 0.89306640625
                },
                {
                    "start": 873.3,
                    "end": 873.54,
                    "word": " are",
                    "probability": 0.89501953125
                },
                {
                    "start": 873.54,
                    "end": 873.74,
                    "word": " able",
                    "probability": 0.88818359375
                },
                {
                    "start": 873.74,
                    "end": 874.34,
                    "word": " to",
                    "probability": 0.90966796875
                },
                {
                    "start": 874.34,
                    "end": 874.84,
                    "word": " decode",
                    "probability": 0.95654296875
                },
                {
                    "start": 874.84,
                    "end": 875.02,
                    "word": " with",
                    "probability": 0.81982421875
                },
                {
                    "start": 875.02,
                    "end": 875.18,
                    "word": " only",
                    "probability": 0.86376953125
                },
                {
                    "start": 875.18,
                    "end": 875.38,
                    "word": " about",
                    "probability": 0.8193359375
                },
                {
                    "start": 875.38,
                    "end": 875.62,
                    "word": " 10",
                    "probability": 0.8486328125
                },
                {
                    "start": 875.62,
                    "end": 876.06,
                    "word": " seconds",
                    "probability": 0.71337890625
                },
                {
                    "start": 876.06,
                    "end": 876.44,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 876.44,
                    "end": 876.68,
                    "word": " data",
                    "probability": 0.8212890625
                },
                {
                    "start": 876.68,
                    "end": 876.96,
                    "word": ",",
                    "probability": 0.87548828125
                },
                {
                    "start": 876.96,
                    "end": 877.3,
                    "word": " which",
                    "probability": 0.9140625
                },
                {
                    "start": 877.3,
                    "end": 877.76,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 877.76,
                    "end": 878.24,
                    "word": " really",
                    "probability": 0.77685546875
                },
                {
                    "start": 878.24,
                    "end": 878.46,
                    "word": " nice",
                    "probability": 0.8154296875
                },
                {
                    "start": 878.46,
                    "end": 878.68,
                    "word": " because",
                    "probability": 0.455322265625
                }
            ]
        },
        {
            "id": 149,
            "seek": 90382,
            "start": 878.68,
            "end": 883.22,
            "text": " with nanopore sequencing you can just stop at any point. You don't have to keep running this",
            "tokens": [
                50364,
                365,
                14067,
                404,
                418,
                32693,
                291,
                393,
                445,
                1590,
                412,
                604,
                935,
                13,
                509,
                500,
                380,
                362,
                281,
                1066,
                2614,
                341,
                50588
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19428065433254782,
            "compression_ratio": 1.6496350364963503,
            "no_speech_prob": 9.316205978393555e-05,
            "words": [
                {
                    "start": 878.68,
                    "end": 878.78,
                    "word": " with",
                    "probability": 0.08978271484375
                },
                {
                    "start": 878.78,
                    "end": 879.2,
                    "word": " nanopore",
                    "probability": 0.7635091145833334
                },
                {
                    "start": 879.2,
                    "end": 879.56,
                    "word": " sequencing",
                    "probability": 0.91845703125
                },
                {
                    "start": 879.56,
                    "end": 879.78,
                    "word": " you",
                    "probability": 0.168212890625
                },
                {
                    "start": 879.78,
                    "end": 879.94,
                    "word": " can",
                    "probability": 0.8916015625
                },
                {
                    "start": 879.94,
                    "end": 880.2,
                    "word": " just",
                    "probability": 0.85546875
                },
                {
                    "start": 880.2,
                    "end": 880.68,
                    "word": " stop",
                    "probability": 0.8291015625
                },
                {
                    "start": 880.68,
                    "end": 881.02,
                    "word": " at",
                    "probability": 0.8603515625
                },
                {
                    "start": 881.02,
                    "end": 881.2,
                    "word": " any",
                    "probability": 0.82421875
                },
                {
                    "start": 881.2,
                    "end": 881.4,
                    "word": " point",
                    "probability": 0.86767578125
                },
                {
                    "start": 881.4,
                    "end": 881.52,
                    "word": ".",
                    "probability": 0.60986328125
                },
                {
                    "start": 881.52,
                    "end": 881.52,
                    "word": " You",
                    "probability": 0.8798828125
                },
                {
                    "start": 881.52,
                    "end": 881.64,
                    "word": " don't",
                    "probability": 0.944580078125
                },
                {
                    "start": 881.64,
                    "end": 881.82,
                    "word": " have",
                    "probability": 0.88232421875
                },
                {
                    "start": 881.82,
                    "end": 881.94,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 881.94,
                    "end": 882.18,
                    "word": " keep",
                    "probability": 0.81787109375
                },
                {
                    "start": 882.18,
                    "end": 882.94,
                    "word": " running",
                    "probability": 0.86376953125
                },
                {
                    "start": 882.94,
                    "end": 883.22,
                    "word": " this",
                    "probability": 0.8798828125
                }
            ]
        },
        {
            "id": 150,
            "seek": 90382,
            "start": 883.22,
            "end": 887.26,
            "text": " for hours and hours because the process doesn't require you to do that. It's just physical",
            "tokens": [
                50588,
                337,
                2496,
                293,
                2496,
                570,
                264,
                1399,
                1177,
                380,
                3651,
                291,
                281,
                360,
                300,
                13,
                467,
                311,
                445,
                4001,
                50816
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19428065433254782,
            "compression_ratio": 1.6496350364963503,
            "no_speech_prob": 9.316205978393555e-05,
            "words": [
                {
                    "start": 883.22,
                    "end": 883.38,
                    "word": " for",
                    "probability": 0.8984375
                },
                {
                    "start": 883.38,
                    "end": 883.68,
                    "word": " hours",
                    "probability": 0.81005859375
                },
                {
                    "start": 883.68,
                    "end": 883.78,
                    "word": " and",
                    "probability": 0.892578125
                },
                {
                    "start": 883.78,
                    "end": 884.04,
                    "word": " hours",
                    "probability": 0.80810546875
                },
                {
                    "start": 884.04,
                    "end": 884.4,
                    "word": " because",
                    "probability": 0.73583984375
                },
                {
                    "start": 884.4,
                    "end": 884.64,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 884.64,
                    "end": 885.04,
                    "word": " process",
                    "probability": 0.8662109375
                },
                {
                    "start": 885.04,
                    "end": 885.34,
                    "word": " doesn't",
                    "probability": 0.929443359375
                },
                {
                    "start": 885.34,
                    "end": 885.7,
                    "word": " require",
                    "probability": 0.8271484375
                },
                {
                    "start": 885.7,
                    "end": 885.94,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 885.94,
                    "end": 886.12,
                    "word": " to",
                    "probability": 0.9052734375
                },
                {
                    "start": 886.12,
                    "end": 886.22,
                    "word": " do",
                    "probability": 0.9052734375
                },
                {
                    "start": 886.22,
                    "end": 886.42,
                    "word": " that",
                    "probability": 0.873046875
                },
                {
                    "start": 886.42,
                    "end": 886.52,
                    "word": ".",
                    "probability": 0.82177734375
                },
                {
                    "start": 886.52,
                    "end": 886.64,
                    "word": " It's",
                    "probability": 0.94482421875
                },
                {
                    "start": 886.64,
                    "end": 886.82,
                    "word": " just",
                    "probability": 0.89404296875
                },
                {
                    "start": 886.82,
                    "end": 887.26,
                    "word": " physical",
                    "probability": 0.8291015625
                }
            ]
        },
        {
            "id": 151,
            "seek": 90382,
            "start": 887.98,
            "end": 896.3,
            "text": " strands flowing through this membrane. And what this means is that we can do pretty close to",
            "tokens": [
                50816,
                29664,
                13974,
                807,
                341,
                19651,
                13,
                400,
                437,
                341,
                1355,
                307,
                300,
                321,
                393,
                360,
                1238,
                1998,
                281,
                51244
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19428065433254782,
            "compression_ratio": 1.6496350364963503,
            "no_speech_prob": 9.316205978393555e-05,
            "words": [
                {
                    "start": 887.98,
                    "end": 888.46,
                    "word": " strands",
                    "probability": 0.67724609375
                },
                {
                    "start": 888.46,
                    "end": 888.94,
                    "word": " flowing",
                    "probability": 0.740234375
                },
                {
                    "start": 888.94,
                    "end": 889.2,
                    "word": " through",
                    "probability": 0.80615234375
                },
                {
                    "start": 889.2,
                    "end": 889.56,
                    "word": " this",
                    "probability": 0.875
                },
                {
                    "start": 889.56,
                    "end": 890.78,
                    "word": " membrane",
                    "probability": 0.57763671875
                },
                {
                    "start": 890.78,
                    "end": 891.26,
                    "word": ".",
                    "probability": 0.90966796875
                },
                {
                    "start": 892.32,
                    "end": 892.42,
                    "word": " And",
                    "probability": 0.59375
                },
                {
                    "start": 892.42,
                    "end": 894.26,
                    "word": " what",
                    "probability": 0.85693359375
                },
                {
                    "start": 894.26,
                    "end": 894.4,
                    "word": " this",
                    "probability": 0.87060546875
                },
                {
                    "start": 894.4,
                    "end": 894.58,
                    "word": " means",
                    "probability": 0.88037109375
                },
                {
                    "start": 894.58,
                    "end": 894.76,
                    "word": " is",
                    "probability": 0.90576171875
                },
                {
                    "start": 894.76,
                    "end": 894.98,
                    "word": " that",
                    "probability": 0.876953125
                },
                {
                    "start": 894.98,
                    "end": 895.18,
                    "word": " we",
                    "probability": 0.8984375
                },
                {
                    "start": 895.18,
                    "end": 895.4,
                    "word": " can",
                    "probability": 0.8974609375
                },
                {
                    "start": 895.4,
                    "end": 895.56,
                    "word": " do",
                    "probability": 0.91064453125
                },
                {
                    "start": 895.56,
                    "end": 895.82,
                    "word": " pretty",
                    "probability": 0.8876953125
                },
                {
                    "start": 895.82,
                    "end": 896.14,
                    "word": " close",
                    "probability": 0.849609375
                },
                {
                    "start": 896.14,
                    "end": 896.3,
                    "word": " to",
                    "probability": 0.81298828125
                }
            ]
        },
        {
            "id": 152,
            "seek": 90382,
            "start": 896.3,
            "end": 903.56,
            "text": " real-time reading. Another cool thing is that we've made the molecular tags shelf-stable.",
            "tokens": [
                51244,
                957,
                12,
                3766,
                3760,
                13,
                3996,
                1627,
                551,
                307,
                300,
                321,
                600,
                1027,
                264,
                19046,
                18632,
                15222,
                12,
                372,
                712,
                13,
                51604
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19428065433254782,
            "compression_ratio": 1.6496350364963503,
            "no_speech_prob": 9.316205978393555e-05,
            "words": [
                {
                    "start": 896.3,
                    "end": 896.54,
                    "word": " real",
                    "probability": 0.88427734375
                },
                {
                    "start": 896.54,
                    "end": 896.94,
                    "word": "-time",
                    "probability": 0.673828125
                },
                {
                    "start": 896.94,
                    "end": 897.54,
                    "word": " reading",
                    "probability": 0.8154296875
                },
                {
                    "start": 897.54,
                    "end": 898.02,
                    "word": ".",
                    "probability": 0.9853515625
                },
                {
                    "start": 899.36,
                    "end": 899.84,
                    "word": " Another",
                    "probability": 0.86083984375
                },
                {
                    "start": 899.84,
                    "end": 900.12,
                    "word": " cool",
                    "probability": 0.85986328125
                },
                {
                    "start": 900.12,
                    "end": 900.3,
                    "word": " thing",
                    "probability": 0.8193359375
                },
                {
                    "start": 900.3,
                    "end": 900.4,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 900.4,
                    "end": 900.58,
                    "word": " that",
                    "probability": 0.88232421875
                },
                {
                    "start": 900.58,
                    "end": 901.06,
                    "word": " we've",
                    "probability": 0.923583984375
                },
                {
                    "start": 901.06,
                    "end": 901.4,
                    "word": " made",
                    "probability": 0.8203125
                },
                {
                    "start": 901.4,
                    "end": 901.6,
                    "word": " the",
                    "probability": 0.80078125
                },
                {
                    "start": 901.6,
                    "end": 901.92,
                    "word": " molecular",
                    "probability": 0.57080078125
                },
                {
                    "start": 901.92,
                    "end": 902.38,
                    "word": " tags",
                    "probability": 0.75146484375
                },
                {
                    "start": 902.38,
                    "end": 902.82,
                    "word": " shelf",
                    "probability": 0.908203125
                },
                {
                    "start": 902.82,
                    "end": 903.2,
                    "word": "-stable",
                    "probability": 0.7960611979166666
                },
                {
                    "start": 903.2,
                    "end": 903.56,
                    "word": ".",
                    "probability": 0.95263671875
                }
            ]
        },
        {
            "id": 153,
            "seek": 90382,
            "start": 903.56,
            "end": 907.32,
            "text": " This is really important for basically any kind of application you can think of where",
            "tokens": [
                51604,
                639,
                307,
                534,
                1021,
                337,
                1936,
                604,
                733,
                295,
                3861,
                291,
                393,
                519,
                295,
                689,
                51792
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19428065433254782,
            "compression_ratio": 1.6496350364963503,
            "no_speech_prob": 9.316205978393555e-05,
            "words": [
                {
                    "start": 903.56,
                    "end": 903.8,
                    "word": " This",
                    "probability": 0.81103515625
                },
                {
                    "start": 903.8,
                    "end": 903.92,
                    "word": " is",
                    "probability": 0.90283203125
                },
                {
                    "start": 903.92,
                    "end": 904.1,
                    "word": " really",
                    "probability": 0.78125
                },
                {
                    "start": 904.1,
                    "end": 904.44,
                    "word": " important",
                    "probability": 0.78125
                },
                {
                    "start": 904.44,
                    "end": 904.78,
                    "word": " for",
                    "probability": 0.89453125
                },
                {
                    "start": 904.78,
                    "end": 905.24,
                    "word": " basically",
                    "probability": 0.861328125
                },
                {
                    "start": 905.24,
                    "end": 905.7,
                    "word": " any",
                    "probability": 0.79541015625
                },
                {
                    "start": 905.7,
                    "end": 906.06,
                    "word": " kind",
                    "probability": 0.794921875
                },
                {
                    "start": 906.06,
                    "end": 906.16,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 906.16,
                    "end": 906.58,
                    "word": " application",
                    "probability": 0.78271484375
                },
                {
                    "start": 906.58,
                    "end": 906.76,
                    "word": " you",
                    "probability": 0.822265625
                },
                {
                    "start": 906.76,
                    "end": 906.86,
                    "word": " can",
                    "probability": 0.89990234375
                },
                {
                    "start": 906.86,
                    "end": 907.04,
                    "word": " think",
                    "probability": 0.81005859375
                },
                {
                    "start": 907.04,
                    "end": 907.18,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 907.18,
                    "end": 907.32,
                    "word": " where",
                    "probability": 0.8505859375
                }
            ]
        },
        {
            "id": 154,
            "seek": 93044,
            "start": 907.32,
            "end": 912.08,
            "text": " you'd want to tag something for more than a few minutes. You want to be able to ship or store",
            "tokens": [
                50364,
                291,
                1116,
                528,
                281,
                6162,
                746,
                337,
                544,
                813,
                257,
                1326,
                2077,
                13,
                509,
                528,
                281,
                312,
                1075,
                281,
                5374,
                420,
                3531,
                50600
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20689654966880536,
            "compression_ratio": 1.6715867158671587,
            "no_speech_prob": 7.724761962890625e-05,
            "words": [
                {
                    "start": 907.32,
                    "end": 907.6,
                    "word": " you'd",
                    "probability": 0.63427734375
                },
                {
                    "start": 907.6,
                    "end": 907.76,
                    "word": " want",
                    "probability": 0.81640625
                },
                {
                    "start": 907.76,
                    "end": 907.9,
                    "word": " to",
                    "probability": 0.8994140625
                },
                {
                    "start": 907.9,
                    "end": 908.1,
                    "word": " tag",
                    "probability": 0.1876220703125
                },
                {
                    "start": 908.1,
                    "end": 908.34,
                    "word": " something",
                    "probability": 0.7265625
                },
                {
                    "start": 908.34,
                    "end": 908.6,
                    "word": " for",
                    "probability": 0.89111328125
                },
                {
                    "start": 908.6,
                    "end": 908.74,
                    "word": " more",
                    "probability": 0.880859375
                },
                {
                    "start": 908.74,
                    "end": 908.88,
                    "word": " than",
                    "probability": 0.88427734375
                },
                {
                    "start": 909.0,
                    "end": 909.1,
                    "word": " a few",
                    "probability": 0.8203125
                },
                {
                    "start": 909.1,
                    "end": 909.44,
                    "word": " minutes",
                    "probability": 0.8896484375
                },
                {
                    "start": 909.44,
                    "end": 909.84,
                    "word": ".",
                    "probability": 0.86962890625
                },
                {
                    "start": 910.64,
                    "end": 911.04,
                    "word": " You",
                    "probability": 0.8134765625
                },
                {
                    "start": 911.04,
                    "end": 911.18,
                    "word": " want",
                    "probability": 0.55322265625
                },
                {
                    "start": 911.18,
                    "end": 911.22,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 911.22,
                    "end": 911.3,
                    "word": " be",
                    "probability": 0.8994140625
                },
                {
                    "start": 911.3,
                    "end": 911.44,
                    "word": " able",
                    "probability": 0.8603515625
                },
                {
                    "start": 911.44,
                    "end": 911.56,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 911.56,
                    "end": 911.74,
                    "word": " ship",
                    "probability": 0.8603515625
                },
                {
                    "start": 911.74,
                    "end": 911.92,
                    "word": " or",
                    "probability": 0.841796875
                },
                {
                    "start": 911.92,
                    "end": 912.08,
                    "word": " store",
                    "probability": 0.8046875
                }
            ]
        },
        {
            "id": 155,
            "seek": 93044,
            "start": 912.08,
            "end": 918.16,
            "text": " your object, but then afterwards we can rehydrate it and then read it, and that has been a crucial",
            "tokens": [
                50600,
                428,
                2657,
                11,
                457,
                550,
                10543,
                321,
                393,
                319,
                21591,
                4404,
                309,
                293,
                550,
                1401,
                309,
                11,
                293,
                300,
                575,
                668,
                257,
                11462,
                50920
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20689654966880536,
            "compression_ratio": 1.6715867158671587,
            "no_speech_prob": 7.724761962890625e-05,
            "words": [
                {
                    "start": 912.08,
                    "end": 912.22,
                    "word": " your",
                    "probability": 0.81005859375
                },
                {
                    "start": 912.22,
                    "end": 912.54,
                    "word": " object",
                    "probability": 0.92236328125
                },
                {
                    "start": 912.54,
                    "end": 912.82,
                    "word": ",",
                    "probability": 0.6689453125
                },
                {
                    "start": 912.82,
                    "end": 912.84,
                    "word": " but",
                    "probability": 0.8935546875
                },
                {
                    "start": 912.84,
                    "end": 913.02,
                    "word": " then",
                    "probability": 0.70751953125
                },
                {
                    "start": 913.02,
                    "end": 913.42,
                    "word": " afterwards",
                    "probability": 0.75830078125
                },
                {
                    "start": 913.42,
                    "end": 913.7,
                    "word": " we",
                    "probability": 0.64501953125
                },
                {
                    "start": 913.7,
                    "end": 913.88,
                    "word": " can",
                    "probability": 0.88623046875
                },
                {
                    "start": 913.88,
                    "end": 914.48,
                    "word": " rehydrate",
                    "probability": 0.90966796875
                },
                {
                    "start": 914.48,
                    "end": 914.78,
                    "word": " it",
                    "probability": 0.90478515625
                },
                {
                    "start": 914.78,
                    "end": 915.06,
                    "word": " and",
                    "probability": 0.8076171875
                },
                {
                    "start": 915.06,
                    "end": 915.2,
                    "word": " then",
                    "probability": 0.70703125
                },
                {
                    "start": 915.2,
                    "end": 915.42,
                    "word": " read",
                    "probability": 0.9052734375
                },
                {
                    "start": 915.42,
                    "end": 915.98,
                    "word": " it",
                    "probability": 0.904296875
                },
                {
                    "start": 915.98,
                    "end": 916.04,
                    "word": ",",
                    "probability": 0.25244140625
                },
                {
                    "start": 916.04,
                    "end": 916.34,
                    "word": " and",
                    "probability": 0.896484375
                },
                {
                    "start": 916.34,
                    "end": 917.0,
                    "word": " that",
                    "probability": 0.8779296875
                },
                {
                    "start": 917.0,
                    "end": 917.18,
                    "word": " has",
                    "probability": 0.89111328125
                },
                {
                    "start": 917.18,
                    "end": 917.34,
                    "word": " been",
                    "probability": 0.81103515625
                },
                {
                    "start": 917.7,
                    "end": 918.16,
                    "word": " a crucial",
                    "probability": 0.7548828125
                }
            ]
        },
        {
            "id": 156,
            "seek": 93044,
            "start": 918.16,
            "end": 923.66,
            "text": " part of this. So we'll prepare this take for sequencing immediately after assembling the tag.",
            "tokens": [
                50920,
                644,
                295,
                341,
                13,
                407,
                321,
                603,
                5940,
                341,
                747,
                337,
                32693,
                4258,
                934,
                43867,
                264,
                6162,
                13,
                51160
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20689654966880536,
            "compression_ratio": 1.6715867158671587,
            "no_speech_prob": 7.724761962890625e-05,
            "words": [
                {
                    "start": 918.16,
                    "end": 918.68,
                    "word": " part",
                    "probability": 0.81689453125
                },
                {
                    "start": 918.68,
                    "end": 918.82,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 918.82,
                    "end": 919.1,
                    "word": " this",
                    "probability": 0.88037109375
                },
                {
                    "start": 919.1,
                    "end": 919.28,
                    "word": ".",
                    "probability": 0.96337890625
                },
                {
                    "start": 919.28,
                    "end": 919.38,
                    "word": " So",
                    "probability": 0.83154296875
                },
                {
                    "start": 919.38,
                    "end": 919.52,
                    "word": " we'll",
                    "probability": 0.864501953125
                },
                {
                    "start": 919.52,
                    "end": 919.78,
                    "word": " prepare",
                    "probability": 0.8076171875
                },
                {
                    "start": 919.78,
                    "end": 920.0,
                    "word": " this",
                    "probability": 0.880859375
                },
                {
                    "start": 920.0,
                    "end": 920.2,
                    "word": " take",
                    "probability": 0.0816650390625
                },
                {
                    "start": 920.2,
                    "end": 920.36,
                    "word": " for",
                    "probability": 0.8935546875
                },
                {
                    "start": 920.36,
                    "end": 920.74,
                    "word": " sequencing",
                    "probability": 0.94140625
                },
                {
                    "start": 920.74,
                    "end": 921.32,
                    "word": " immediately",
                    "probability": 0.7001953125
                },
                {
                    "start": 921.32,
                    "end": 921.98,
                    "word": " after",
                    "probability": 0.720703125
                },
                {
                    "start": 921.98,
                    "end": 922.72,
                    "word": " assembling",
                    "probability": 0.810546875
                },
                {
                    "start": 922.72,
                    "end": 922.96,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 922.96,
                    "end": 923.26,
                    "word": " tag",
                    "probability": 0.921875
                },
                {
                    "start": 923.26,
                    "end": 923.66,
                    "word": ".",
                    "probability": 0.99267578125
                }
            ]
        },
        {
            "id": 157,
            "seek": 93044,
            "start": 923.72,
            "end": 929.06,
            "text": " This is a step that takes about one to two hours, so we are front-loading all the lab work",
            "tokens": [
                51188,
                639,
                307,
                257,
                1823,
                300,
                2516,
                466,
                472,
                281,
                732,
                2496,
                11,
                370,
                321,
                366,
                1868,
                12,
                2907,
                278,
                439,
                264,
                2715,
                589,
                51448
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20689654966880536,
            "compression_ratio": 1.6715867158671587,
            "no_speech_prob": 7.724761962890625e-05,
            "words": [
                {
                    "start": 923.72,
                    "end": 924.08,
                    "word": " This",
                    "probability": 0.8125
                },
                {
                    "start": 924.08,
                    "end": 924.22,
                    "word": " is",
                    "probability": 0.8984375
                },
                {
                    "start": 924.38,
                    "end": 924.58,
                    "word": " a step",
                    "probability": 0.82763671875
                },
                {
                    "start": 924.58,
                    "end": 924.74,
                    "word": " that",
                    "probability": 0.87890625
                },
                {
                    "start": 924.74,
                    "end": 924.94,
                    "word": " takes",
                    "probability": 0.7509765625
                },
                {
                    "start": 924.94,
                    "end": 925.18,
                    "word": " about",
                    "probability": 0.82666015625
                },
                {
                    "start": 925.18,
                    "end": 925.5,
                    "word": " one",
                    "probability": 0.75830078125
                },
                {
                    "start": 925.5,
                    "end": 925.62,
                    "word": " to",
                    "probability": 0.90478515625
                },
                {
                    "start": 925.62,
                    "end": 925.82,
                    "word": " two",
                    "probability": 0.83837890625
                },
                {
                    "start": 925.82,
                    "end": 926.28,
                    "word": " hours",
                    "probability": 0.80810546875
                },
                {
                    "start": 926.28,
                    "end": 926.42,
                    "word": ",",
                    "probability": 0.55029296875
                },
                {
                    "start": 926.42,
                    "end": 926.54,
                    "word": " so",
                    "probability": 0.89892578125
                },
                {
                    "start": 926.54,
                    "end": 926.76,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 926.76,
                    "end": 927.0,
                    "word": " are",
                    "probability": 0.89306640625
                },
                {
                    "start": 927.0,
                    "end": 927.46,
                    "word": " front",
                    "probability": 0.91162109375
                },
                {
                    "start": 927.46,
                    "end": 927.92,
                    "word": "-loading",
                    "probability": 0.7703450520833334
                },
                {
                    "start": 927.92,
                    "end": 928.28,
                    "word": " all",
                    "probability": 0.8984375
                },
                {
                    "start": 928.28,
                    "end": 928.48,
                    "word": " the",
                    "probability": 0.6181640625
                },
                {
                    "start": 928.48,
                    "end": 928.78,
                    "word": " lab",
                    "probability": 0.9033203125
                },
                {
                    "start": 928.78,
                    "end": 929.06,
                    "word": " work",
                    "probability": 0.80078125
                }
            ]
        },
        {
            "id": 158,
            "seek": 93044,
            "start": 929.54,
            "end": 933.94,
            "text": " on the writing side, meaning when you go to read it you don't have to spend",
            "tokens": [
                51476,
                322,
                264,
                3579,
                1252,
                11,
                3620,
                562,
                291,
                352,
                281,
                1401,
                309,
                291,
                500,
                380,
                362,
                281,
                3496,
                51716
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20689654966880536,
            "compression_ratio": 1.6715867158671587,
            "no_speech_prob": 7.724761962890625e-05,
            "words": [
                {
                    "start": 929.54,
                    "end": 929.94,
                    "word": " on",
                    "probability": 0.90380859375
                },
                {
                    "start": 929.94,
                    "end": 930.34,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 930.34,
                    "end": 930.76,
                    "word": " writing",
                    "probability": 0.88720703125
                },
                {
                    "start": 930.76,
                    "end": 931.28,
                    "word": " side",
                    "probability": 0.80615234375
                },
                {
                    "start": 931.28,
                    "end": 931.42,
                    "word": ",",
                    "probability": 0.7490234375
                },
                {
                    "start": 931.42,
                    "end": 931.6,
                    "word": " meaning",
                    "probability": 0.8212890625
                },
                {
                    "start": 931.6,
                    "end": 931.78,
                    "word": " when",
                    "probability": 0.8681640625
                },
                {
                    "start": 931.78,
                    "end": 931.86,
                    "word": " you",
                    "probability": 0.89111328125
                },
                {
                    "start": 931.86,
                    "end": 931.98,
                    "word": " go",
                    "probability": 0.90625
                },
                {
                    "start": 931.98,
                    "end": 932.12,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 932.12,
                    "end": 932.32,
                    "word": " read",
                    "probability": 0.91015625
                },
                {
                    "start": 932.32,
                    "end": 932.52,
                    "word": " it",
                    "probability": 0.90234375
                },
                {
                    "start": 932.52,
                    "end": 933.06,
                    "word": " you",
                    "probability": 0.216552734375
                },
                {
                    "start": 933.06,
                    "end": 933.3,
                    "word": " don't",
                    "probability": 0.942138671875
                },
                {
                    "start": 933.3,
                    "end": 933.46,
                    "word": " have",
                    "probability": 0.88232421875
                },
                {
                    "start": 933.46,
                    "end": 933.6,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 933.6,
                    "end": 933.94,
                    "word": " spend",
                    "probability": 0.80908203125
                }
            ]
        },
        {
            "id": 159,
            "seek": 95582,
            "start": 933.94,
            "end": 941.64,
            "text": " hardly any time at all, like seconds. We also sent a tag in the mail and just through regular",
            "tokens": [
                50384,
                13572,
                604,
                565,
                412,
                439,
                11,
                411,
                3949,
                13,
                492,
                611,
                2279,
                257,
                6162,
                294,
                264,
                10071,
                293,
                445,
                807,
                3890,
                50744
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20791903544556012,
            "compression_ratio": 1.5327510917030567,
            "no_speech_prob": 0.0003199577331542969,
            "words": [
                {
                    "start": 933.94,
                    "end": 934.68,
                    "word": " hardly",
                    "probability": 0.06512451171875
                },
                {
                    "start": 934.68,
                    "end": 934.92,
                    "word": " any",
                    "probability": 0.74658203125
                },
                {
                    "start": 934.92,
                    "end": 935.14,
                    "word": " time",
                    "probability": 0.80126953125
                },
                {
                    "start": 935.14,
                    "end": 935.24,
                    "word": " at",
                    "probability": 0.8798828125
                },
                {
                    "start": 935.24,
                    "end": 935.38,
                    "word": " all",
                    "probability": 0.904296875
                },
                {
                    "start": 935.38,
                    "end": 935.46,
                    "word": ",",
                    "probability": 0.65185546875
                },
                {
                    "start": 935.46,
                    "end": 935.62,
                    "word": " like",
                    "probability": 0.64794921875
                },
                {
                    "start": 935.62,
                    "end": 936.04,
                    "word": " seconds",
                    "probability": 0.67041015625
                },
                {
                    "start": 936.04,
                    "end": 936.52,
                    "word": ".",
                    "probability": 0.98583984375
                },
                {
                    "start": 937.44,
                    "end": 937.82,
                    "word": " We",
                    "probability": 0.89111328125
                },
                {
                    "start": 937.82,
                    "end": 938.1,
                    "word": " also",
                    "probability": 0.82861328125
                },
                {
                    "start": 938.1,
                    "end": 938.38,
                    "word": " sent",
                    "probability": 0.8125
                },
                {
                    "start": 938.5,
                    "end": 938.68,
                    "word": " a tag",
                    "probability": 0.5791015625
                },
                {
                    "start": 938.68,
                    "end": 938.82,
                    "word": " in",
                    "probability": 0.9033203125
                },
                {
                    "start": 938.82,
                    "end": 938.94,
                    "word": " the",
                    "probability": 0.8017578125
                },
                {
                    "start": 938.94,
                    "end": 939.18,
                    "word": " mail",
                    "probability": 0.8623046875
                },
                {
                    "start": 939.18,
                    "end": 939.6,
                    "word": " and",
                    "probability": 0.68310546875
                },
                {
                    "start": 939.6,
                    "end": 941.18,
                    "word": " just",
                    "probability": 0.74560546875
                },
                {
                    "start": 941.18,
                    "end": 941.34,
                    "word": " through",
                    "probability": 0.6640625
                },
                {
                    "start": 941.34,
                    "end": 941.64,
                    "word": " regular",
                    "probability": 0.89599609375
                }
            ]
        },
        {
            "id": 160,
            "seek": 95582,
            "start": 941.64,
            "end": 946.86,
            "text": " mail like USPS to California and we could recover everything after about four weeks.",
            "tokens": [
                50744,
                10071,
                411,
                2546,
                6273,
                281,
                5384,
                293,
                321,
                727,
                8114,
                1203,
                934,
                466,
                1451,
                3259,
                13,
                50984
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20791903544556012,
            "compression_ratio": 1.5327510917030567,
            "no_speech_prob": 0.0003199577331542969,
            "words": [
                {
                    "start": 941.64,
                    "end": 941.86,
                    "word": " mail",
                    "probability": 0.87646484375
                },
                {
                    "start": 941.86,
                    "end": 942.06,
                    "word": " like",
                    "probability": 0.5927734375
                },
                {
                    "start": 942.06,
                    "end": 942.56,
                    "word": " USPS",
                    "probability": 0.92236328125
                },
                {
                    "start": 942.56,
                    "end": 943.12,
                    "word": " to",
                    "probability": 0.84326171875
                },
                {
                    "start": 943.12,
                    "end": 944.08,
                    "word": " California",
                    "probability": 0.853515625
                },
                {
                    "start": 944.08,
                    "end": 944.42,
                    "word": " and",
                    "probability": 0.60693359375
                },
                {
                    "start": 944.42,
                    "end": 944.56,
                    "word": " we",
                    "probability": 0.90576171875
                },
                {
                    "start": 944.56,
                    "end": 944.7,
                    "word": " could",
                    "probability": 0.798828125
                },
                {
                    "start": 944.7,
                    "end": 944.98,
                    "word": " recover",
                    "probability": 0.7744140625
                },
                {
                    "start": 944.98,
                    "end": 945.32,
                    "word": " everything",
                    "probability": 0.87353515625
                },
                {
                    "start": 945.32,
                    "end": 945.54,
                    "word": " after",
                    "probability": 0.76220703125
                },
                {
                    "start": 945.54,
                    "end": 945.76,
                    "word": " about",
                    "probability": 0.80908203125
                },
                {
                    "start": 945.76,
                    "end": 946.04,
                    "word": " four",
                    "probability": 0.8564453125
                },
                {
                    "start": 946.04,
                    "end": 946.38,
                    "word": " weeks",
                    "probability": 0.74658203125
                },
                {
                    "start": 946.38,
                    "end": 946.86,
                    "word": ".",
                    "probability": 0.93896484375
                }
            ]
        },
        {
            "id": 161,
            "seek": 95582,
            "start": 946.9,
            "end": 952.92,
            "text": " I'm not sure what the upper bound is on how long these things will last, but we basically",
            "tokens": [
                51012,
                286,
                478,
                406,
                988,
                437,
                264,
                6597,
                5472,
                307,
                322,
                577,
                938,
                613,
                721,
                486,
                1036,
                11,
                457,
                321,
                1936,
                51312
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20791903544556012,
            "compression_ratio": 1.5327510917030567,
            "no_speech_prob": 0.0003199577331542969,
            "words": [
                {
                    "start": 946.9,
                    "end": 947.16,
                    "word": " I'm",
                    "probability": 0.906494140625
                },
                {
                    "start": 947.16,
                    "end": 947.32,
                    "word": " not",
                    "probability": 0.89599609375
                },
                {
                    "start": 947.32,
                    "end": 947.54,
                    "word": " sure",
                    "probability": 0.81298828125
                },
                {
                    "start": 947.54,
                    "end": 948.14,
                    "word": " what",
                    "probability": 0.88232421875
                },
                {
                    "start": 948.14,
                    "end": 948.3,
                    "word": " the",
                    "probability": 0.82275390625
                },
                {
                    "start": 948.3,
                    "end": 948.48,
                    "word": " upper",
                    "probability": 0.80908203125
                },
                {
                    "start": 948.48,
                    "end": 948.74,
                    "word": " bound",
                    "probability": 0.8203125
                },
                {
                    "start": 948.74,
                    "end": 948.9,
                    "word": " is",
                    "probability": 0.89990234375
                },
                {
                    "start": 948.9,
                    "end": 949.06,
                    "word": " on",
                    "probability": 0.8935546875
                },
                {
                    "start": 949.06,
                    "end": 949.3,
                    "word": " how",
                    "probability": 0.8994140625
                },
                {
                    "start": 949.3,
                    "end": 949.82,
                    "word": " long",
                    "probability": 0.880859375
                },
                {
                    "start": 949.82,
                    "end": 951.18,
                    "word": " these",
                    "probability": 0.5322265625
                },
                {
                    "start": 951.18,
                    "end": 951.46,
                    "word": " things",
                    "probability": 0.73828125
                },
                {
                    "start": 951.46,
                    "end": 951.6,
                    "word": " will",
                    "probability": 0.798828125
                },
                {
                    "start": 951.6,
                    "end": 951.94,
                    "word": " last",
                    "probability": 0.8134765625
                },
                {
                    "start": 951.94,
                    "end": 951.94,
                    "word": ",",
                    "probability": 0.5673828125
                },
                {
                    "start": 951.94,
                    "end": 952.08,
                    "word": " but",
                    "probability": 0.8974609375
                },
                {
                    "start": 952.08,
                    "end": 952.32,
                    "word": " we",
                    "probability": 0.9033203125
                },
                {
                    "start": 952.32,
                    "end": 952.92,
                    "word": " basically",
                    "probability": 0.88720703125
                }
            ]
        },
        {
            "id": 162,
            "seek": 95582,
            "start": 952.92,
            "end": 959.32,
            "text": " got the same sample back that we sent. So I think there's a lot of work to be done",
            "tokens": [
                51312,
                658,
                264,
                912,
                6889,
                646,
                300,
                321,
                2279,
                13,
                407,
                286,
                519,
                456,
                311,
                257,
                688,
                295,
                589,
                281,
                312,
                1096,
                51632
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20791903544556012,
            "compression_ratio": 1.5327510917030567,
            "no_speech_prob": 0.0003199577331542969,
            "words": [
                {
                    "start": 952.92,
                    "end": 953.14,
                    "word": " got",
                    "probability": 0.89208984375
                },
                {
                    "start": 953.14,
                    "end": 953.3,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 953.3,
                    "end": 953.56,
                    "word": " same",
                    "probability": 0.755859375
                },
                {
                    "start": 953.56,
                    "end": 954.26,
                    "word": " sample",
                    "probability": 0.78173828125
                },
                {
                    "start": 954.26,
                    "end": 954.86,
                    "word": " back",
                    "probability": 0.8154296875
                },
                {
                    "start": 954.86,
                    "end": 955.04,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 955.04,
                    "end": 955.22,
                    "word": " we",
                    "probability": 0.90185546875
                },
                {
                    "start": 955.22,
                    "end": 955.58,
                    "word": " sent",
                    "probability": 0.8095703125
                },
                {
                    "start": 955.58,
                    "end": 955.88,
                    "word": ".",
                    "probability": 0.88525390625
                },
                {
                    "start": 955.88,
                    "end": 956.02,
                    "word": " So",
                    "probability": 0.83544921875
                },
                {
                    "start": 956.02,
                    "end": 957.3,
                    "word": " I",
                    "probability": 0.771484375
                },
                {
                    "start": 957.3,
                    "end": 957.88,
                    "word": " think",
                    "probability": 0.8046875
                },
                {
                    "start": 957.88,
                    "end": 958.1,
                    "word": " there's",
                    "probability": 0.92529296875
                },
                {
                    "start": 958.22,
                    "end": 958.32,
                    "word": " a lot",
                    "probability": 0.88916015625
                },
                {
                    "start": 958.32,
                    "end": 958.5,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 958.5,
                    "end": 958.72,
                    "word": " work",
                    "probability": 0.80419921875
                },
                {
                    "start": 958.72,
                    "end": 958.86,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 958.86,
                    "end": 959.0,
                    "word": " be",
                    "probability": 0.90185546875
                },
                {
                    "start": 959.0,
                    "end": 959.32,
                    "word": " done",
                    "probability": 0.80224609375
                }
            ]
        },
        {
            "id": 163,
            "seek": 98040,
            "start": 959.32,
            "end": 967.96,
            "text": " and figuring out what are the bounds on what kind of surfaces these things can be attached",
            "tokens": [
                50364,
                293,
                15213,
                484,
                437,
                366,
                264,
                29905,
                322,
                437,
                733,
                295,
                16130,
                613,
                721,
                393,
                312,
                8570,
                50796
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22481617296443265,
            "compression_ratio": 1.6244541484716157,
            "no_speech_prob": 3.272294998168945e-05,
            "words": [
                {
                    "start": 959.32,
                    "end": 959.42,
                    "word": " and",
                    "probability": 0.279296875
                },
                {
                    "start": 959.42,
                    "end": 959.8,
                    "word": " figuring",
                    "probability": 0.8525390625
                },
                {
                    "start": 959.8,
                    "end": 960.18,
                    "word": " out",
                    "probability": 0.82177734375
                },
                {
                    "start": 960.18,
                    "end": 960.62,
                    "word": " what",
                    "probability": 0.326416015625
                },
                {
                    "start": 960.62,
                    "end": 960.78,
                    "word": " are",
                    "probability": 0.88037109375
                },
                {
                    "start": 960.78,
                    "end": 961.36,
                    "word": " the",
                    "probability": 0.82421875
                },
                {
                    "start": 961.36,
                    "end": 962.12,
                    "word": " bounds",
                    "probability": 0.6806640625
                },
                {
                    "start": 962.12,
                    "end": 962.28,
                    "word": " on",
                    "probability": 0.619140625
                },
                {
                    "start": 962.28,
                    "end": 963.3,
                    "word": " what",
                    "probability": 0.7861328125
                },
                {
                    "start": 963.3,
                    "end": 963.6,
                    "word": " kind",
                    "probability": 0.513671875
                },
                {
                    "start": 963.6,
                    "end": 963.78,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 963.78,
                    "end": 965.54,
                    "word": " surfaces",
                    "probability": 0.70263671875
                },
                {
                    "start": 965.54,
                    "end": 967.24,
                    "word": " these",
                    "probability": 0.55322265625
                },
                {
                    "start": 967.24,
                    "end": 967.48,
                    "word": " things",
                    "probability": 0.7138671875
                },
                {
                    "start": 967.48,
                    "end": 967.58,
                    "word": " can",
                    "probability": 0.89306640625
                },
                {
                    "start": 967.58,
                    "end": 967.68,
                    "word": " be",
                    "probability": 0.91259765625
                },
                {
                    "start": 967.68,
                    "end": 967.96,
                    "word": " attached",
                    "probability": 0.6171875
                }
            ]
        },
        {
            "id": 164,
            "seek": 98040,
            "start": 967.96,
            "end": 973.26,
            "text": " to and how long they will last, but initial results are kind of promising for these being",
            "tokens": [
                50796,
                281,
                293,
                577,
                938,
                436,
                486,
                1036,
                11,
                457,
                5883,
                3542,
                366,
                733,
                295,
                20257,
                337,
                613,
                885,
                51060
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22481617296443265,
            "compression_ratio": 1.6244541484716157,
            "no_speech_prob": 3.272294998168945e-05,
            "words": [
                {
                    "start": 967.96,
                    "end": 968.2,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 968.2,
                    "end": 968.32,
                    "word": " and",
                    "probability": 0.7275390625
                },
                {
                    "start": 968.32,
                    "end": 968.48,
                    "word": " how",
                    "probability": 0.908203125
                },
                {
                    "start": 968.48,
                    "end": 968.7,
                    "word": " long",
                    "probability": 0.88134765625
                },
                {
                    "start": 968.7,
                    "end": 968.82,
                    "word": " they",
                    "probability": 0.73828125
                },
                {
                    "start": 968.82,
                    "end": 968.94,
                    "word": " will",
                    "probability": 0.8076171875
                },
                {
                    "start": 968.94,
                    "end": 969.34,
                    "word": " last",
                    "probability": 0.81494140625
                },
                {
                    "start": 969.34,
                    "end": 969.5,
                    "word": ",",
                    "probability": 0.272216796875
                },
                {
                    "start": 969.5,
                    "end": 969.68,
                    "word": " but",
                    "probability": 0.8837890625
                },
                {
                    "start": 969.68,
                    "end": 970.84,
                    "word": " initial",
                    "probability": 0.7939453125
                },
                {
                    "start": 970.84,
                    "end": 971.3,
                    "word": " results",
                    "probability": 0.693359375
                },
                {
                    "start": 971.3,
                    "end": 971.48,
                    "word": " are",
                    "probability": 0.89501953125
                },
                {
                    "start": 971.48,
                    "end": 971.64,
                    "word": " kind",
                    "probability": 0.53369140625
                },
                {
                    "start": 971.64,
                    "end": 971.74,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 971.74,
                    "end": 972.1,
                    "word": " promising",
                    "probability": 0.86181640625
                },
                {
                    "start": 972.1,
                    "end": 972.5,
                    "word": " for",
                    "probability": 0.89013671875
                },
                {
                    "start": 972.5,
                    "end": 973.04,
                    "word": " these",
                    "probability": 0.7060546875
                },
                {
                    "start": 973.04,
                    "end": 973.26,
                    "word": " being",
                    "probability": 0.853515625
                }
            ]
        },
        {
            "id": 165,
            "seek": 98040,
            "start": 973.26,
            "end": 978.62,
            "text": " actually stable. And then because we're attaching the sequencing adapter ahead of time, the part",
            "tokens": [
                51060,
                767,
                8351,
                13,
                400,
                550,
                570,
                321,
                434,
                39074,
                264,
                32693,
                22860,
                2286,
                295,
                565,
                11,
                264,
                644,
                51324
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22481617296443265,
            "compression_ratio": 1.6244541484716157,
            "no_speech_prob": 3.272294998168945e-05,
            "words": [
                {
                    "start": 973.26,
                    "end": 973.58,
                    "word": " actually",
                    "probability": 0.77294921875
                },
                {
                    "start": 973.58,
                    "end": 974.0,
                    "word": " stable",
                    "probability": 0.755859375
                },
                {
                    "start": 974.0,
                    "end": 974.44,
                    "word": ".",
                    "probability": 0.98681640625
                },
                {
                    "start": 975.2,
                    "end": 975.64,
                    "word": " And",
                    "probability": 0.8134765625
                },
                {
                    "start": 975.64,
                    "end": 975.78,
                    "word": " then",
                    "probability": 0.724609375
                },
                {
                    "start": 975.78,
                    "end": 976.0,
                    "word": " because",
                    "probability": 0.6787109375
                },
                {
                    "start": 976.0,
                    "end": 976.22,
                    "word": " we're",
                    "probability": 0.927001953125
                },
                {
                    "start": 976.22,
                    "end": 976.56,
                    "word": " attaching",
                    "probability": 0.81201171875
                },
                {
                    "start": 976.56,
                    "end": 976.86,
                    "word": " the",
                    "probability": 0.71484375
                },
                {
                    "start": 976.86,
                    "end": 977.32,
                    "word": " sequencing",
                    "probability": 0.93701171875
                },
                {
                    "start": 977.32,
                    "end": 977.72,
                    "word": " adapter",
                    "probability": 0.7685546875
                },
                {
                    "start": 977.72,
                    "end": 977.96,
                    "word": " ahead",
                    "probability": 0.83154296875
                },
                {
                    "start": 977.96,
                    "end": 978.08,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 978.08,
                    "end": 978.3,
                    "word": " time",
                    "probability": 0.798828125
                },
                {
                    "start": 978.3,
                    "end": 978.34,
                    "word": ",",
                    "probability": 0.88671875
                },
                {
                    "start": 978.34,
                    "end": 978.44,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 978.44,
                    "end": 978.62,
                    "word": " part",
                    "probability": 0.818359375
                }
            ]
        },
        {
            "id": 166,
            "seek": 98040,
            "start": 978.62,
            "end": 983.9,
            "text": " that's actually doing the unwinding of the DNA, you can't get any contamination. It's just not",
            "tokens": [
                51324,
                300,
                311,
                767,
                884,
                264,
                14853,
                9245,
                295,
                264,
                8272,
                11,
                291,
                393,
                380,
                483,
                604,
                33012,
                13,
                467,
                311,
                445,
                406,
                51592
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22481617296443265,
            "compression_ratio": 1.6244541484716157,
            "no_speech_prob": 3.272294998168945e-05,
            "words": [
                {
                    "start": 978.62,
                    "end": 978.84,
                    "word": " that's",
                    "probability": 0.9404296875
                },
                {
                    "start": 978.84,
                    "end": 979.06,
                    "word": " actually",
                    "probability": 0.76806640625
                },
                {
                    "start": 979.06,
                    "end": 979.28,
                    "word": " doing",
                    "probability": 0.89892578125
                },
                {
                    "start": 979.28,
                    "end": 979.46,
                    "word": " the",
                    "probability": 0.68896484375
                },
                {
                    "start": 979.46,
                    "end": 979.92,
                    "word": " unwinding",
                    "probability": 0.808837890625
                },
                {
                    "start": 979.92,
                    "end": 980.12,
                    "word": " of",
                    "probability": 0.89013671875
                },
                {
                    "start": 980.12,
                    "end": 980.26,
                    "word": " the",
                    "probability": 0.7392578125
                },
                {
                    "start": 980.26,
                    "end": 980.48,
                    "word": " DNA",
                    "probability": 0.91455078125
                },
                {
                    "start": 980.48,
                    "end": 981.0,
                    "word": ",",
                    "probability": 0.9599609375
                },
                {
                    "start": 981.0,
                    "end": 981.34,
                    "word": " you",
                    "probability": 0.8916015625
                },
                {
                    "start": 981.34,
                    "end": 981.58,
                    "word": " can't",
                    "probability": 0.947021484375
                },
                {
                    "start": 981.58,
                    "end": 981.72,
                    "word": " get",
                    "probability": 0.8994140625
                },
                {
                    "start": 981.72,
                    "end": 981.96,
                    "word": " any",
                    "probability": 0.81689453125
                },
                {
                    "start": 981.96,
                    "end": 983.04,
                    "word": " contamination",
                    "probability": 0.72119140625
                },
                {
                    "start": 983.04,
                    "end": 983.42,
                    "word": ".",
                    "probability": 0.798828125
                },
                {
                    "start": 983.42,
                    "end": 983.54,
                    "word": " It's",
                    "probability": 0.953125
                },
                {
                    "start": 983.54,
                    "end": 983.68,
                    "word": " just",
                    "probability": 0.8828125
                },
                {
                    "start": 983.68,
                    "end": 983.9,
                    "word": " not",
                    "probability": 0.89892578125
                }
            ]
        },
        {
            "id": 167,
            "seek": 100724,
            "start": 983.9,
            "end": 989.82,
            "text": " possible to happen after that process is completed because you have to have that adapter in order for",
            "tokens": [
                50364,
                1944,
                281,
                1051,
                934,
                300,
                1399,
                307,
                7365,
                570,
                291,
                362,
                281,
                362,
                300,
                22860,
                294,
                1668,
                337,
                50656
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21617444825696422,
            "compression_ratio": 1.576,
            "no_speech_prob": 0.003429412841796875,
            "words": [
                {
                    "start": 983.9,
                    "end": 984.28,
                    "word": " possible",
                    "probability": 0.2156982421875
                },
                {
                    "start": 984.28,
                    "end": 985.24,
                    "word": " to",
                    "probability": 0.86669921875
                },
                {
                    "start": 985.24,
                    "end": 985.56,
                    "word": " happen",
                    "probability": 0.79150390625
                },
                {
                    "start": 985.56,
                    "end": 986.06,
                    "word": " after",
                    "probability": 0.7333984375
                },
                {
                    "start": 986.06,
                    "end": 986.74,
                    "word": " that",
                    "probability": 0.8544921875
                },
                {
                    "start": 986.74,
                    "end": 987.1,
                    "word": " process",
                    "probability": 0.8671875
                },
                {
                    "start": 987.1,
                    "end": 987.32,
                    "word": " is",
                    "probability": 0.71337890625
                },
                {
                    "start": 987.32,
                    "end": 987.66,
                    "word": " completed",
                    "probability": 0.6298828125
                },
                {
                    "start": 987.66,
                    "end": 987.98,
                    "word": " because",
                    "probability": 0.548828125
                },
                {
                    "start": 987.98,
                    "end": 988.16,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 988.16,
                    "end": 988.38,
                    "word": " have",
                    "probability": 0.8759765625
                },
                {
                    "start": 988.38,
                    "end": 988.5,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 988.5,
                    "end": 988.68,
                    "word": " have",
                    "probability": 0.8779296875
                },
                {
                    "start": 988.68,
                    "end": 988.86,
                    "word": " that",
                    "probability": 0.8701171875
                },
                {
                    "start": 988.86,
                    "end": 989.26,
                    "word": " adapter",
                    "probability": 0.783203125
                },
                {
                    "start": 989.26,
                    "end": 989.5,
                    "word": " in",
                    "probability": 0.66845703125
                },
                {
                    "start": 989.5,
                    "end": 989.58,
                    "word": " order",
                    "probability": 0.8251953125
                },
                {
                    "start": 989.58,
                    "end": 989.82,
                    "word": " for",
                    "probability": 0.89404296875
                }
            ]
        },
        {
            "id": 168,
            "seek": 100724,
            "start": 989.82,
            "end": 995.86,
            "text": " it to be read. And so putting it on a surface means that you could have someone's like environmental",
            "tokens": [
                50656,
                309,
                281,
                312,
                1401,
                13,
                400,
                370,
                3372,
                309,
                322,
                257,
                3753,
                1355,
                300,
                291,
                727,
                362,
                1580,
                311,
                411,
                8303,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21617444825696422,
            "compression_ratio": 1.576,
            "no_speech_prob": 0.003429412841796875,
            "words": [
                {
                    "start": 989.82,
                    "end": 989.96,
                    "word": " it",
                    "probability": 0.9033203125
                },
                {
                    "start": 989.96,
                    "end": 990.08,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 990.08,
                    "end": 990.24,
                    "word": " be",
                    "probability": 0.89697265625
                },
                {
                    "start": 990.24,
                    "end": 990.48,
                    "word": " read",
                    "probability": 0.7529296875
                },
                {
                    "start": 990.48,
                    "end": 991.0,
                    "word": ".",
                    "probability": 0.3310546875
                },
                {
                    "start": 991.3,
                    "end": 991.52,
                    "word": " And",
                    "probability": 0.7509765625
                },
                {
                    "start": 991.52,
                    "end": 991.92,
                    "word": " so",
                    "probability": 0.85400390625
                },
                {
                    "start": 991.92,
                    "end": 992.36,
                    "word": " putting",
                    "probability": 0.7275390625
                },
                {
                    "start": 992.36,
                    "end": 992.46,
                    "word": " it",
                    "probability": 0.8837890625
                },
                {
                    "start": 992.46,
                    "end": 992.56,
                    "word": " on",
                    "probability": 0.90625
                },
                {
                    "start": 992.68,
                    "end": 992.9,
                    "word": " a surface",
                    "probability": 0.787109375
                },
                {
                    "start": 992.9,
                    "end": 993.26,
                    "word": " means",
                    "probability": 0.8876953125
                },
                {
                    "start": 993.26,
                    "end": 993.42,
                    "word": " that",
                    "probability": 0.8740234375
                },
                {
                    "start": 993.42,
                    "end": 993.58,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 993.58,
                    "end": 993.82,
                    "word": " could",
                    "probability": 0.8173828125
                },
                {
                    "start": 993.82,
                    "end": 994.14,
                    "word": " have",
                    "probability": 0.87841796875
                },
                {
                    "start": 994.14,
                    "end": 995.16,
                    "word": " someone's",
                    "probability": 0.6273193359375
                },
                {
                    "start": 995.16,
                    "end": 995.42,
                    "word": " like",
                    "probability": 0.501953125
                },
                {
                    "start": 995.42,
                    "end": 995.86,
                    "word": " environmental",
                    "probability": 0.6396484375
                }
            ]
        },
        {
            "id": 169,
            "seek": 100724,
            "start": 995.86,
            "end": 1004.0,
            "text": " DNA or anything and it will still mostly read out fine. Another big question I get is like,",
            "tokens": [
                50964,
                8272,
                420,
                1340,
                293,
                309,
                486,
                920,
                5240,
                1401,
                484,
                2489,
                13,
                3996,
                955,
                1168,
                286,
                483,
                307,
                411,
                11,
                51360
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21617444825696422,
            "compression_ratio": 1.576,
            "no_speech_prob": 0.003429412841796875,
            "words": [
                {
                    "start": 995.86,
                    "end": 996.28,
                    "word": " DNA",
                    "probability": 0.8974609375
                },
                {
                    "start": 996.28,
                    "end": 996.62,
                    "word": " or",
                    "probability": 0.89599609375
                },
                {
                    "start": 996.62,
                    "end": 996.88,
                    "word": " anything",
                    "probability": 0.845703125
                },
                {
                    "start": 996.88,
                    "end": 997.24,
                    "word": " and",
                    "probability": 0.68017578125
                },
                {
                    "start": 997.24,
                    "end": 997.4,
                    "word": " it",
                    "probability": 0.9052734375
                },
                {
                    "start": 997.4,
                    "end": 997.62,
                    "word": " will",
                    "probability": 0.7421875
                },
                {
                    "start": 997.62,
                    "end": 998.46,
                    "word": " still",
                    "probability": 0.91064453125
                },
                {
                    "start": 998.46,
                    "end": 999.04,
                    "word": " mostly",
                    "probability": 0.841796875
                },
                {
                    "start": 999.04,
                    "end": 999.3,
                    "word": " read",
                    "probability": 0.923828125
                },
                {
                    "start": 999.3,
                    "end": 999.52,
                    "word": " out",
                    "probability": 0.7783203125
                },
                {
                    "start": 999.52,
                    "end": 999.94,
                    "word": " fine",
                    "probability": 0.8212890625
                },
                {
                    "start": 999.94,
                    "end": 1000.46,
                    "word": ".",
                    "probability": 0.96484375
                },
                {
                    "start": 1002.12,
                    "end": 1002.62,
                    "word": " Another",
                    "probability": 0.8232421875
                },
                {
                    "start": 1002.62,
                    "end": 1002.82,
                    "word": " big",
                    "probability": 0.82958984375
                },
                {
                    "start": 1002.82,
                    "end": 1003.08,
                    "word": " question",
                    "probability": 0.79052734375
                },
                {
                    "start": 1003.08,
                    "end": 1003.22,
                    "word": " I",
                    "probability": 0.6376953125
                },
                {
                    "start": 1003.22,
                    "end": 1003.32,
                    "word": " get",
                    "probability": 0.3798828125
                },
                {
                    "start": 1003.32,
                    "end": 1003.58,
                    "word": " is",
                    "probability": 0.84375
                },
                {
                    "start": 1003.58,
                    "end": 1003.86,
                    "word": " like",
                    "probability": 0.8037109375
                },
                {
                    "start": 1003.86,
                    "end": 1004.0,
                    "word": ",",
                    "probability": 0.63818359375
                }
            ]
        },
        {
            "id": 170,
            "seek": 100724,
            "start": 1004.0,
            "end": 1010.74,
            "text": " okay cool, but what can we actually use this for? And we haven't really explored the extent of what",
            "tokens": [
                51360,
                1392,
                1627,
                11,
                457,
                437,
                393,
                321,
                767,
                764,
                341,
                337,
                30,
                400,
                321,
                2378,
                380,
                534,
                24016,
                264,
                8396,
                295,
                437,
                51704
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21617444825696422,
            "compression_ratio": 1.576,
            "no_speech_prob": 0.003429412841796875,
            "words": [
                {
                    "start": 1004.0,
                    "end": 1004.14,
                    "word": " okay",
                    "probability": 0.487060546875
                },
                {
                    "start": 1004.14,
                    "end": 1004.44,
                    "word": " cool",
                    "probability": 0.40478515625
                },
                {
                    "start": 1004.44,
                    "end": 1004.72,
                    "word": ",",
                    "probability": 0.740234375
                },
                {
                    "start": 1004.72,
                    "end": 1004.98,
                    "word": " but",
                    "probability": 0.89794921875
                },
                {
                    "start": 1004.98,
                    "end": 1005.3,
                    "word": " what",
                    "probability": 0.87939453125
                },
                {
                    "start": 1005.3,
                    "end": 1005.56,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 1005.56,
                    "end": 1005.76,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 1005.76,
                    "end": 1006.2,
                    "word": " actually",
                    "probability": 0.78662109375
                },
                {
                    "start": 1006.2,
                    "end": 1006.64,
                    "word": " use",
                    "probability": 0.81640625
                },
                {
                    "start": 1006.64,
                    "end": 1006.88,
                    "word": " this",
                    "probability": 0.8701171875
                },
                {
                    "start": 1006.88,
                    "end": 1007.18,
                    "word": " for",
                    "probability": 0.89404296875
                },
                {
                    "start": 1007.18,
                    "end": 1007.6,
                    "word": "?",
                    "probability": 0.8056640625
                },
                {
                    "start": 1007.62,
                    "end": 1008.14,
                    "word": " And",
                    "probability": 0.873046875
                },
                {
                    "start": 1008.14,
                    "end": 1008.32,
                    "word": " we",
                    "probability": 0.89208984375
                },
                {
                    "start": 1008.32,
                    "end": 1008.62,
                    "word": " haven't",
                    "probability": 0.942626953125
                },
                {
                    "start": 1008.62,
                    "end": 1008.86,
                    "word": " really",
                    "probability": 0.7802734375
                },
                {
                    "start": 1008.86,
                    "end": 1009.34,
                    "word": " explored",
                    "probability": 0.72998046875
                },
                {
                    "start": 1009.34,
                    "end": 1009.74,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 1009.74,
                    "end": 1010.28,
                    "word": " extent",
                    "probability": 0.75634765625
                },
                {
                    "start": 1010.28,
                    "end": 1010.56,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1010.56,
                    "end": 1010.74,
                    "word": " what",
                    "probability": 0.88427734375
                }
            ]
        },
        {
            "id": 171,
            "seek": 103296,
            "start": 1010.74,
            "end": 1015.92,
            "text": " kinds of surfaces or anything that this could be used on, but we can think of things that are",
            "tokens": [
                50364,
                3685,
                295,
                16130,
                420,
                1340,
                300,
                341,
                727,
                312,
                1143,
                322,
                11,
                457,
                321,
                393,
                519,
                295,
                721,
                300,
                366,
                50628
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21638807862303977,
            "compression_ratio": 1.5933609958506223,
            "no_speech_prob": 0.0015974044799804688,
            "words": [
                {
                    "start": 1010.74,
                    "end": 1010.96,
                    "word": " kinds",
                    "probability": 0.01065826416015625
                },
                {
                    "start": 1010.96,
                    "end": 1011.28,
                    "word": " of",
                    "probability": 0.9072265625
                },
                {
                    "start": 1011.28,
                    "end": 1012.58,
                    "word": " surfaces",
                    "probability": 0.85546875
                },
                {
                    "start": 1012.58,
                    "end": 1012.78,
                    "word": " or",
                    "probability": 0.869140625
                },
                {
                    "start": 1012.78,
                    "end": 1013.02,
                    "word": " anything",
                    "probability": 0.849609375
                },
                {
                    "start": 1013.02,
                    "end": 1013.22,
                    "word": " that",
                    "probability": 0.8525390625
                },
                {
                    "start": 1013.22,
                    "end": 1013.36,
                    "word": " this",
                    "probability": 0.87451171875
                },
                {
                    "start": 1013.36,
                    "end": 1013.48,
                    "word": " could",
                    "probability": 0.8203125
                },
                {
                    "start": 1013.48,
                    "end": 1013.62,
                    "word": " be",
                    "probability": 0.8974609375
                },
                {
                    "start": 1013.62,
                    "end": 1013.84,
                    "word": " used",
                    "probability": 0.8017578125
                },
                {
                    "start": 1013.84,
                    "end": 1014.08,
                    "word": " on",
                    "probability": 0.90869140625
                },
                {
                    "start": 1014.08,
                    "end": 1014.3,
                    "word": ",",
                    "probability": 0.433837890625
                },
                {
                    "start": 1014.3,
                    "end": 1014.46,
                    "word": " but",
                    "probability": 0.89697265625
                },
                {
                    "start": 1014.46,
                    "end": 1014.76,
                    "word": " we",
                    "probability": 0.90087890625
                },
                {
                    "start": 1014.76,
                    "end": 1014.86,
                    "word": " can",
                    "probability": 0.892578125
                },
                {
                    "start": 1014.86,
                    "end": 1015.04,
                    "word": " think",
                    "probability": 0.806640625
                },
                {
                    "start": 1015.04,
                    "end": 1015.22,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 1015.22,
                    "end": 1015.54,
                    "word": " things",
                    "probability": 0.736328125
                },
                {
                    "start": 1015.54,
                    "end": 1015.68,
                    "word": " that",
                    "probability": 0.87109375
                },
                {
                    "start": 1015.68,
                    "end": 1015.92,
                    "word": " are",
                    "probability": 0.89453125
                }
            ]
        },
        {
            "id": 172,
            "seek": 103296,
            "start": 1015.92,
            "end": 1022.68,
            "text": " traditionally difficult to tag with QR codes and RFID codes and such. This might include things",
            "tokens": [
                50628,
                19067,
                2252,
                281,
                6162,
                365,
                32784,
                14211,
                293,
                26204,
                2777,
                14211,
                293,
                1270,
                13,
                639,
                1062,
                4090,
                721,
                50960
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21638807862303977,
            "compression_ratio": 1.5933609958506223,
            "no_speech_prob": 0.0015974044799804688,
            "words": [
                {
                    "start": 1015.92,
                    "end": 1016.44,
                    "word": " traditionally",
                    "probability": 0.7275390625
                },
                {
                    "start": 1016.44,
                    "end": 1016.9,
                    "word": " difficult",
                    "probability": 0.83642578125
                },
                {
                    "start": 1016.9,
                    "end": 1017.12,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 1017.12,
                    "end": 1017.32,
                    "word": " tag",
                    "probability": 0.85888671875
                },
                {
                    "start": 1017.32,
                    "end": 1017.68,
                    "word": " with",
                    "probability": 0.80419921875
                },
                {
                    "start": 1017.68,
                    "end": 1018.1,
                    "word": " QR",
                    "probability": 0.95361328125
                },
                {
                    "start": 1018.1,
                    "end": 1018.48,
                    "word": " codes",
                    "probability": 0.82666015625
                },
                {
                    "start": 1018.48,
                    "end": 1018.7,
                    "word": " and",
                    "probability": 0.8408203125
                },
                {
                    "start": 1018.7,
                    "end": 1019.16,
                    "word": " RFID",
                    "probability": 0.9619140625
                },
                {
                    "start": 1019.16,
                    "end": 1019.66,
                    "word": " codes",
                    "probability": 0.798828125
                },
                {
                    "start": 1019.66,
                    "end": 1020.32,
                    "word": " and",
                    "probability": 0.7841796875
                },
                {
                    "start": 1020.32,
                    "end": 1020.66,
                    "word": " such",
                    "probability": 0.88330078125
                },
                {
                    "start": 1020.66,
                    "end": 1021.08,
                    "word": ".",
                    "probability": 0.98583984375
                },
                {
                    "start": 1021.4,
                    "end": 1021.96,
                    "word": " This",
                    "probability": 0.810546875
                },
                {
                    "start": 1021.96,
                    "end": 1022.14,
                    "word": " might",
                    "probability": 0.791015625
                },
                {
                    "start": 1022.14,
                    "end": 1022.46,
                    "word": " include",
                    "probability": 0.77001953125
                },
                {
                    "start": 1022.46,
                    "end": 1022.68,
                    "word": " things",
                    "probability": 0.734375
                }
            ]
        },
        {
            "id": 173,
            "seek": 103296,
            "start": 1022.68,
            "end": 1028.22,
            "text": " like liquids, maybe food with some safety testing. We make no claims about it actually being safe",
            "tokens": [
                50960,
                411,
                38960,
                11,
                1310,
                1755,
                365,
                512,
                4514,
                4997,
                13,
                492,
                652,
                572,
                9441,
                466,
                309,
                767,
                885,
                3273,
                51236
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21638807862303977,
            "compression_ratio": 1.5933609958506223,
            "no_speech_prob": 0.0015974044799804688,
            "words": [
                {
                    "start": 1022.68,
                    "end": 1022.88,
                    "word": " like",
                    "probability": 0.8701171875
                },
                {
                    "start": 1022.88,
                    "end": 1023.34,
                    "word": " liquids",
                    "probability": 0.87939453125
                },
                {
                    "start": 1023.34,
                    "end": 1023.88,
                    "word": ",",
                    "probability": 0.94482421875
                },
                {
                    "start": 1023.88,
                    "end": 1024.04,
                    "word": " maybe",
                    "probability": 0.85791015625
                },
                {
                    "start": 1024.04,
                    "end": 1024.42,
                    "word": " food",
                    "probability": 0.86962890625
                },
                {
                    "start": 1024.42,
                    "end": 1024.62,
                    "word": " with",
                    "probability": 0.78759765625
                },
                {
                    "start": 1024.62,
                    "end": 1024.8,
                    "word": " some",
                    "probability": 0.8154296875
                },
                {
                    "start": 1024.8,
                    "end": 1025.1,
                    "word": " safety",
                    "probability": 0.896484375
                },
                {
                    "start": 1025.1,
                    "end": 1025.48,
                    "word": " testing",
                    "probability": 0.7421875
                },
                {
                    "start": 1025.48,
                    "end": 1025.56,
                    "word": ".",
                    "probability": 0.382568359375
                },
                {
                    "start": 1025.56,
                    "end": 1025.62,
                    "word": " We",
                    "probability": 0.7216796875
                },
                {
                    "start": 1025.62,
                    "end": 1025.74,
                    "word": " make",
                    "probability": 0.83251953125
                },
                {
                    "start": 1025.74,
                    "end": 1025.92,
                    "word": " no",
                    "probability": 0.89990234375
                },
                {
                    "start": 1025.92,
                    "end": 1026.22,
                    "word": " claims",
                    "probability": 0.701171875
                },
                {
                    "start": 1026.22,
                    "end": 1026.44,
                    "word": " about",
                    "probability": 0.80078125
                },
                {
                    "start": 1026.44,
                    "end": 1026.54,
                    "word": " it",
                    "probability": 0.8984375
                },
                {
                    "start": 1026.54,
                    "end": 1026.86,
                    "word": " actually",
                    "probability": 0.771484375
                },
                {
                    "start": 1026.86,
                    "end": 1027.34,
                    "word": " being",
                    "probability": 0.88427734375
                },
                {
                    "start": 1027.34,
                    "end": 1028.22,
                    "word": " safe",
                    "probability": 0.849609375
                }
            ]
        },
        {
            "id": 174,
            "seek": 103296,
            "start": 1028.22,
            "end": 1036.46,
            "text": " for food without testing. Paper and commodities. So maybe you have a supply chain where you want",
            "tokens": [
                51236,
                337,
                1755,
                1553,
                4997,
                13,
                24990,
                293,
                40777,
                13,
                407,
                1310,
                291,
                362,
                257,
                5847,
                5021,
                689,
                291,
                528,
                51648
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21638807862303977,
            "compression_ratio": 1.5933609958506223,
            "no_speech_prob": 0.0015974044799804688,
            "words": [
                {
                    "start": 1028.22,
                    "end": 1028.4,
                    "word": " for",
                    "probability": 0.88818359375
                },
                {
                    "start": 1028.4,
                    "end": 1028.66,
                    "word": " food",
                    "probability": 0.8857421875
                },
                {
                    "start": 1028.66,
                    "end": 1028.94,
                    "word": " without",
                    "probability": 0.81298828125
                },
                {
                    "start": 1028.94,
                    "end": 1029.48,
                    "word": " testing",
                    "probability": 0.72998046875
                },
                {
                    "start": 1029.48,
                    "end": 1030.04,
                    "word": ".",
                    "probability": 0.4482421875
                },
                {
                    "start": 1030.26,
                    "end": 1030.64,
                    "word": " Paper",
                    "probability": 0.55517578125
                },
                {
                    "start": 1030.64,
                    "end": 1031.42,
                    "word": " and",
                    "probability": 0.8837890625
                },
                {
                    "start": 1031.42,
                    "end": 1032.0,
                    "word": " commodities",
                    "probability": 0.90771484375
                },
                {
                    "start": 1032.0,
                    "end": 1032.56,
                    "word": ".",
                    "probability": 0.85546875
                },
                {
                    "start": 1032.76,
                    "end": 1032.84,
                    "word": " So",
                    "probability": 0.424560546875
                },
                {
                    "start": 1032.84,
                    "end": 1033.0,
                    "word": " maybe",
                    "probability": 0.72119140625
                },
                {
                    "start": 1033.0,
                    "end": 1033.96,
                    "word": " you",
                    "probability": 0.87646484375
                },
                {
                    "start": 1033.96,
                    "end": 1034.32,
                    "word": " have",
                    "probability": 0.87744140625
                },
                {
                    "start": 1034.82,
                    "end": 1035.4,
                    "word": " a supply",
                    "probability": 0.83837890625
                },
                {
                    "start": 1035.4,
                    "end": 1035.76,
                    "word": " chain",
                    "probability": 0.78857421875
                },
                {
                    "start": 1035.76,
                    "end": 1036.04,
                    "word": " where",
                    "probability": 0.892578125
                },
                {
                    "start": 1036.04,
                    "end": 1036.24,
                    "word": " you",
                    "probability": 0.8994140625
                },
                {
                    "start": 1036.24,
                    "end": 1036.46,
                    "word": " want",
                    "probability": 0.8076171875
                }
            ]
        },
        {
            "id": 175,
            "seek": 105658,
            "start": 1036.46,
            "end": 1041.74,
            "text": " to take everything and then only read back a few of them. You can really amortize the cost",
            "tokens": [
                50364,
                281,
                747,
                1203,
                293,
                550,
                787,
                1401,
                646,
                257,
                1326,
                295,
                552,
                13,
                509,
                393,
                534,
                669,
                477,
                1125,
                264,
                2063,
                50624
            ],
            "temperature": 0.0,
            "avg_logprob": -0.187152784731653,
            "compression_ratio": 1.6074380165289257,
            "no_speech_prob": 0.00690460205078125,
            "words": [
                {
                    "start": 1036.46,
                    "end": 1036.6,
                    "word": " to",
                    "probability": 0.438232421875
                },
                {
                    "start": 1036.6,
                    "end": 1036.88,
                    "word": " take",
                    "probability": 0.66455078125
                },
                {
                    "start": 1036.88,
                    "end": 1037.32,
                    "word": " everything",
                    "probability": 0.88916015625
                },
                {
                    "start": 1037.32,
                    "end": 1037.68,
                    "word": " and",
                    "probability": 0.8271484375
                },
                {
                    "start": 1037.68,
                    "end": 1037.8,
                    "word": " then",
                    "probability": 0.72314453125
                },
                {
                    "start": 1037.8,
                    "end": 1038.02,
                    "word": " only",
                    "probability": 0.85546875
                },
                {
                    "start": 1038.02,
                    "end": 1038.38,
                    "word": " read",
                    "probability": 0.810546875
                },
                {
                    "start": 1038.38,
                    "end": 1038.66,
                    "word": " back",
                    "probability": 0.8095703125
                },
                {
                    "start": 1038.82,
                    "end": 1038.96,
                    "word": " a few",
                    "probability": 0.8095703125
                },
                {
                    "start": 1038.96,
                    "end": 1039.08,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 1039.08,
                    "end": 1039.3,
                    "word": " them",
                    "probability": 0.73681640625
                },
                {
                    "start": 1039.3,
                    "end": 1039.78,
                    "word": ".",
                    "probability": 0.7470703125
                },
                {
                    "start": 1040.08,
                    "end": 1040.56,
                    "word": " You",
                    "probability": 0.822265625
                },
                {
                    "start": 1040.56,
                    "end": 1040.7,
                    "word": " can",
                    "probability": 0.89501953125
                },
                {
                    "start": 1040.7,
                    "end": 1040.9,
                    "word": " really",
                    "probability": 0.75927734375
                },
                {
                    "start": 1040.9,
                    "end": 1041.32,
                    "word": " amortize",
                    "probability": 0.9586588541666666
                },
                {
                    "start": 1041.32,
                    "end": 1041.44,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 1041.44,
                    "end": 1041.74,
                    "word": " cost",
                    "probability": 0.5302734375
                }
            ]
        },
        {
            "id": 176,
            "seek": 105658,
            "start": 1041.74,
            "end": 1048.34,
            "text": " because reading is going to be the highest cost in this process. And there's some prior work that",
            "tokens": [
                50624,
                570,
                3760,
                307,
                516,
                281,
                312,
                264,
                6343,
                2063,
                294,
                341,
                1399,
                13,
                400,
                456,
                311,
                512,
                4059,
                589,
                300,
                50952
            ],
            "temperature": 0.0,
            "avg_logprob": -0.187152784731653,
            "compression_ratio": 1.6074380165289257,
            "no_speech_prob": 0.00690460205078125,
            "words": [
                {
                    "start": 1041.74,
                    "end": 1041.96,
                    "word": " because",
                    "probability": 0.4619140625
                },
                {
                    "start": 1041.96,
                    "end": 1042.3,
                    "word": " reading",
                    "probability": 0.80908203125
                },
                {
                    "start": 1042.3,
                    "end": 1042.5,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 1042.5,
                    "end": 1042.64,
                    "word": " going",
                    "probability": 0.8525390625
                },
                {
                    "start": 1042.64,
                    "end": 1042.76,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1042.76,
                    "end": 1043.0,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 1043.0,
                    "end": 1043.34,
                    "word": " the",
                    "probability": 0.81005859375
                },
                {
                    "start": 1043.34,
                    "end": 1043.82,
                    "word": " highest",
                    "probability": 0.8486328125
                },
                {
                    "start": 1043.82,
                    "end": 1044.2,
                    "word": " cost",
                    "probability": 0.82470703125
                },
                {
                    "start": 1044.2,
                    "end": 1044.36,
                    "word": " in",
                    "probability": 0.90478515625
                },
                {
                    "start": 1044.36,
                    "end": 1044.54,
                    "word": " this",
                    "probability": 0.88330078125
                },
                {
                    "start": 1044.54,
                    "end": 1044.94,
                    "word": " process",
                    "probability": 0.8583984375
                },
                {
                    "start": 1044.94,
                    "end": 1045.42,
                    "word": ".",
                    "probability": 0.97802734375
                },
                {
                    "start": 1046.86,
                    "end": 1047.34,
                    "word": " And",
                    "probability": 0.81640625
                },
                {
                    "start": 1047.34,
                    "end": 1047.62,
                    "word": " there's",
                    "probability": 0.889404296875
                },
                {
                    "start": 1047.62,
                    "end": 1047.74,
                    "word": " some",
                    "probability": 0.80908203125
                },
                {
                    "start": 1047.74,
                    "end": 1047.96,
                    "word": " prior",
                    "probability": 0.876953125
                },
                {
                    "start": 1047.96,
                    "end": 1048.18,
                    "word": " work",
                    "probability": 0.8046875
                },
                {
                    "start": 1048.18,
                    "end": 1048.34,
                    "word": " that",
                    "probability": 0.884765625
                }
            ]
        },
        {
            "id": 177,
            "seek": 105658,
            "start": 1048.34,
            "end": 1054.18,
            "text": " demonstrates some DNA encapsulation methods. These methods add some time and effort to the process,",
            "tokens": [
                50952,
                31034,
                512,
                8272,
                38745,
                2776,
                7150,
                13,
                1981,
                7150,
                909,
                512,
                565,
                293,
                4630,
                281,
                264,
                1399,
                11,
                51244
            ],
            "temperature": 0.0,
            "avg_logprob": -0.187152784731653,
            "compression_ratio": 1.6074380165289257,
            "no_speech_prob": 0.00690460205078125,
            "words": [
                {
                    "start": 1048.34,
                    "end": 1048.74,
                    "word": " demonstrates",
                    "probability": 0.63916015625
                },
                {
                    "start": 1048.74,
                    "end": 1049.16,
                    "word": " some",
                    "probability": 0.814453125
                },
                {
                    "start": 1049.16,
                    "end": 1049.5,
                    "word": " DNA",
                    "probability": 0.9072265625
                },
                {
                    "start": 1049.5,
                    "end": 1050.18,
                    "word": " encapsulation",
                    "probability": 0.86181640625
                },
                {
                    "start": 1050.18,
                    "end": 1050.62,
                    "word": " methods",
                    "probability": 0.81689453125
                },
                {
                    "start": 1050.62,
                    "end": 1050.88,
                    "word": ".",
                    "probability": 0.9228515625
                },
                {
                    "start": 1050.88,
                    "end": 1051.3,
                    "word": " These",
                    "probability": 0.92041015625
                },
                {
                    "start": 1051.3,
                    "end": 1052.16,
                    "word": " methods",
                    "probability": 0.82958984375
                },
                {
                    "start": 1052.16,
                    "end": 1052.4,
                    "word": " add",
                    "probability": 0.755859375
                },
                {
                    "start": 1052.4,
                    "end": 1052.58,
                    "word": " some",
                    "probability": 0.81201171875
                },
                {
                    "start": 1052.58,
                    "end": 1052.84,
                    "word": " time",
                    "probability": 0.8017578125
                },
                {
                    "start": 1052.84,
                    "end": 1052.96,
                    "word": " and",
                    "probability": 0.89794921875
                },
                {
                    "start": 1052.96,
                    "end": 1053.2,
                    "word": " effort",
                    "probability": 0.82666015625
                },
                {
                    "start": 1053.2,
                    "end": 1053.4,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 1053.4,
                    "end": 1053.52,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 1053.52,
                    "end": 1054.04,
                    "word": " process",
                    "probability": 0.8701171875
                },
                {
                    "start": 1054.04,
                    "end": 1054.18,
                    "word": ",",
                    "probability": 0.70947265625
                }
            ]
        },
        {
            "id": 178,
            "seek": 105658,
            "start": 1054.18,
            "end": 1060.08,
            "text": " but they could be used to further extend the life past what this would normally live on its own for.",
            "tokens": [
                51244,
                457,
                436,
                727,
                312,
                1143,
                281,
                3052,
                10101,
                264,
                993,
                1791,
                437,
                341,
                576,
                5646,
                1621,
                322,
                1080,
                1065,
                337,
                13,
                51520
            ],
            "temperature": 0.0,
            "avg_logprob": -0.187152784731653,
            "compression_ratio": 1.6074380165289257,
            "no_speech_prob": 0.00690460205078125,
            "words": [
                {
                    "start": 1054.18,
                    "end": 1054.28,
                    "word": " but",
                    "probability": 0.8984375
                },
                {
                    "start": 1054.28,
                    "end": 1054.44,
                    "word": " they",
                    "probability": 0.734375
                },
                {
                    "start": 1054.44,
                    "end": 1054.6,
                    "word": " could",
                    "probability": 0.82421875
                },
                {
                    "start": 1054.6,
                    "end": 1054.76,
                    "word": " be",
                    "probability": 0.904296875
                },
                {
                    "start": 1054.76,
                    "end": 1054.98,
                    "word": " used",
                    "probability": 0.80712890625
                },
                {
                    "start": 1054.98,
                    "end": 1055.2,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1055.2,
                    "end": 1055.46,
                    "word": " further",
                    "probability": 0.84765625
                },
                {
                    "start": 1055.46,
                    "end": 1055.8,
                    "word": " extend",
                    "probability": 0.7763671875
                },
                {
                    "start": 1055.8,
                    "end": 1055.94,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 1055.94,
                    "end": 1056.24,
                    "word": " life",
                    "probability": 0.81787109375
                },
                {
                    "start": 1056.24,
                    "end": 1056.68,
                    "word": " past",
                    "probability": 0.763671875
                },
                {
                    "start": 1056.68,
                    "end": 1056.98,
                    "word": " what",
                    "probability": 0.88330078125
                },
                {
                    "start": 1056.98,
                    "end": 1057.22,
                    "word": " this",
                    "probability": 0.88623046875
                },
                {
                    "start": 1057.22,
                    "end": 1057.48,
                    "word": " would",
                    "probability": 0.83642578125
                },
                {
                    "start": 1057.48,
                    "end": 1058.52,
                    "word": " normally",
                    "probability": 0.85107421875
                },
                {
                    "start": 1058.52,
                    "end": 1058.82,
                    "word": " live",
                    "probability": 0.89111328125
                },
                {
                    "start": 1058.82,
                    "end": 1059.02,
                    "word": " on",
                    "probability": 0.90966796875
                },
                {
                    "start": 1059.02,
                    "end": 1059.16,
                    "word": " its",
                    "probability": 0.8037109375
                },
                {
                    "start": 1059.16,
                    "end": 1059.34,
                    "word": " own",
                    "probability": 0.81298828125
                },
                {
                    "start": 1059.34,
                    "end": 1059.6,
                    "word": " for",
                    "probability": 0.8798828125
                },
                {
                    "start": 1059.6,
                    "end": 1060.08,
                    "word": ".",
                    "probability": 0.99609375
                }
            ]
        },
        {
            "id": 179,
            "seek": 108264,
            "start": 1061.56,
            "end": 1068.54,
            "text": " So in summary, we have our molecular tagging system that uses our DNA to tag physical objects.",
            "tokens": [
                50404,
                407,
                294,
                12691,
                11,
                321,
                362,
                527,
                19046,
                6162,
                3249,
                1185,
                300,
                4960,
                527,
                8272,
                281,
                6162,
                4001,
                6565,
                13,
                50696
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2692307772544714,
            "compression_ratio": 1.5324675324675325,
            "no_speech_prob": 0.00025725364685058594,
            "words": [
                {
                    "start": 1061.56,
                    "end": 1062.2,
                    "word": " So",
                    "probability": 0.65771484375
                },
                {
                    "start": 1062.2,
                    "end": 1062.54,
                    "word": " in",
                    "probability": 0.63427734375
                },
                {
                    "start": 1062.54,
                    "end": 1062.9,
                    "word": " summary",
                    "probability": 0.81005859375
                },
                {
                    "start": 1062.9,
                    "end": 1063.12,
                    "word": ",",
                    "probability": 0.80712890625
                },
                {
                    "start": 1063.12,
                    "end": 1063.14,
                    "word": " we",
                    "probability": 0.89697265625
                },
                {
                    "start": 1063.14,
                    "end": 1063.72,
                    "word": " have",
                    "probability": 0.73779296875
                },
                {
                    "start": 1063.72,
                    "end": 1064.02,
                    "word": " our",
                    "probability": 0.8095703125
                },
                {
                    "start": 1064.02,
                    "end": 1064.48,
                    "word": " molecular",
                    "probability": 0.6640625
                },
                {
                    "start": 1064.48,
                    "end": 1064.94,
                    "word": " tagging",
                    "probability": 0.93408203125
                },
                {
                    "start": 1064.94,
                    "end": 1065.26,
                    "word": " system",
                    "probability": 0.87744140625
                },
                {
                    "start": 1065.26,
                    "end": 1065.48,
                    "word": " that",
                    "probability": 0.8681640625
                },
                {
                    "start": 1065.48,
                    "end": 1065.72,
                    "word": " uses",
                    "probability": 0.80712890625
                },
                {
                    "start": 1065.72,
                    "end": 1066.02,
                    "word": " our",
                    "probability": 0.7978515625
                },
                {
                    "start": 1066.02,
                    "end": 1066.34,
                    "word": " DNA",
                    "probability": 0.91943359375
                },
                {
                    "start": 1066.34,
                    "end": 1066.6,
                    "word": " to",
                    "probability": 0.890625
                },
                {
                    "start": 1066.6,
                    "end": 1066.9,
                    "word": " tag",
                    "probability": 0.73779296875
                },
                {
                    "start": 1066.9,
                    "end": 1067.36,
                    "word": " physical",
                    "probability": 0.80908203125
                },
                {
                    "start": 1067.36,
                    "end": 1067.9,
                    "word": " objects",
                    "probability": 0.8291015625
                },
                {
                    "start": 1067.9,
                    "end": 1068.54,
                    "word": ".",
                    "probability": 0.9130859375
                }
            ]
        },
        {
            "id": 180,
            "seek": 108264,
            "start": 1069.0,
            "end": 1074.18,
            "text": " The design uses an evolutionary model for nanopore orthogonal sequences, making them",
            "tokens": [
                50764,
                440,
                1715,
                4960,
                364,
                27567,
                2316,
                337,
                14067,
                404,
                418,
                41488,
                22978,
                11,
                1455,
                552,
                51016
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2692307772544714,
            "compression_ratio": 1.5324675324675325,
            "no_speech_prob": 0.00025725364685058594,
            "words": [
                {
                    "start": 1069.0,
                    "end": 1069.42,
                    "word": " The",
                    "probability": 0.74658203125
                },
                {
                    "start": 1069.42,
                    "end": 1069.86,
                    "word": " design",
                    "probability": 0.9130859375
                },
                {
                    "start": 1069.86,
                    "end": 1070.16,
                    "word": " uses",
                    "probability": 0.7978515625
                },
                {
                    "start": 1070.16,
                    "end": 1070.34,
                    "word": " an",
                    "probability": 0.89306640625
                },
                {
                    "start": 1070.34,
                    "end": 1070.72,
                    "word": " evolutionary",
                    "probability": 0.7529296875
                },
                {
                    "start": 1070.72,
                    "end": 1071.22,
                    "word": " model",
                    "probability": 0.83203125
                },
                {
                    "start": 1071.22,
                    "end": 1071.84,
                    "word": " for",
                    "probability": 0.88818359375
                },
                {
                    "start": 1071.84,
                    "end": 1072.4,
                    "word": " nanopore",
                    "probability": 0.8748372395833334
                },
                {
                    "start": 1072.4,
                    "end": 1072.88,
                    "word": " orthogonal",
                    "probability": 0.82275390625
                },
                {
                    "start": 1072.88,
                    "end": 1073.52,
                    "word": " sequences",
                    "probability": 0.9033203125
                },
                {
                    "start": 1073.52,
                    "end": 1073.72,
                    "word": ",",
                    "probability": 0.7001953125
                },
                {
                    "start": 1073.72,
                    "end": 1073.94,
                    "word": " making",
                    "probability": 0.65576171875
                },
                {
                    "start": 1073.94,
                    "end": 1074.18,
                    "word": " them",
                    "probability": 0.73388671875
                }
            ]
        },
        {
            "id": 181,
            "seek": 108264,
            "start": 1074.18,
            "end": 1078.88,
            "text": " look visually as different as possible and essentially trying to make our classification",
            "tokens": [
                51016,
                574,
                19622,
                382,
                819,
                382,
                1944,
                293,
                4476,
                1382,
                281,
                652,
                527,
                21538,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2692307772544714,
            "compression_ratio": 1.5324675324675325,
            "no_speech_prob": 0.00025725364685058594,
            "words": [
                {
                    "start": 1074.18,
                    "end": 1074.42,
                    "word": " look",
                    "probability": 0.90478515625
                },
                {
                    "start": 1074.42,
                    "end": 1074.84,
                    "word": " visually",
                    "probability": 0.8408203125
                },
                {
                    "start": 1074.84,
                    "end": 1075.12,
                    "word": " as",
                    "probability": 0.9091796875
                },
                {
                    "start": 1075.12,
                    "end": 1075.42,
                    "word": " different",
                    "probability": 0.677734375
                },
                {
                    "start": 1075.42,
                    "end": 1075.66,
                    "word": " as",
                    "probability": 0.91162109375
                },
                {
                    "start": 1075.66,
                    "end": 1076.04,
                    "word": " possible",
                    "probability": 0.84326171875
                },
                {
                    "start": 1076.04,
                    "end": 1076.34,
                    "word": " and",
                    "probability": 0.5380859375
                },
                {
                    "start": 1076.34,
                    "end": 1076.72,
                    "word": " essentially",
                    "probability": 0.62060546875
                },
                {
                    "start": 1076.72,
                    "end": 1077.6,
                    "word": " trying",
                    "probability": 0.744140625
                },
                {
                    "start": 1077.6,
                    "end": 1077.76,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1077.76,
                    "end": 1077.92,
                    "word": " make",
                    "probability": 0.873046875
                },
                {
                    "start": 1077.92,
                    "end": 1078.24,
                    "word": " our",
                    "probability": 0.8193359375
                },
                {
                    "start": 1078.24,
                    "end": 1078.88,
                    "word": " classification",
                    "probability": 0.9306640625
                }
            ]
        },
        {
            "id": 182,
            "seek": 108264,
            "start": 1078.88,
            "end": 1086.14,
            "text": " problem easier. And then we classify using a CNN. We will encode and decode using our",
            "tokens": [
                51264,
                1154,
                3571,
                13,
                400,
                550,
                321,
                33872,
                1228,
                257,
                24859,
                13,
                492,
                486,
                2058,
                1429,
                293,
                979,
                1429,
                1228,
                527,
                51620
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2692307772544714,
            "compression_ratio": 1.5324675324675325,
            "no_speech_prob": 0.00025725364685058594,
            "words": [
                {
                    "start": 1078.88,
                    "end": 1079.62,
                    "word": " problem",
                    "probability": 0.78515625
                },
                {
                    "start": 1079.62,
                    "end": 1080.26,
                    "word": " easier",
                    "probability": 0.91796875
                },
                {
                    "start": 1080.26,
                    "end": 1080.9,
                    "word": ".",
                    "probability": 0.89111328125
                },
                {
                    "start": 1081.26,
                    "end": 1081.48,
                    "word": " And",
                    "probability": 0.82373046875
                },
                {
                    "start": 1081.48,
                    "end": 1081.56,
                    "word": " then",
                    "probability": 0.70556640625
                },
                {
                    "start": 1081.56,
                    "end": 1081.68,
                    "word": " we",
                    "probability": 0.86376953125
                },
                {
                    "start": 1081.68,
                    "end": 1082.0,
                    "word": " classify",
                    "probability": 0.9501953125
                },
                {
                    "start": 1082.0,
                    "end": 1082.34,
                    "word": " using",
                    "probability": 0.83251953125
                },
                {
                    "start": 1082.52,
                    "end": 1082.78,
                    "word": " a CNN",
                    "probability": 0.87646484375
                },
                {
                    "start": 1082.78,
                    "end": 1083.42,
                    "word": ".",
                    "probability": 0.93603515625
                },
                {
                    "start": 1083.56,
                    "end": 1084.18,
                    "word": " We",
                    "probability": 0.89501953125
                },
                {
                    "start": 1084.18,
                    "end": 1084.44,
                    "word": " will",
                    "probability": 0.810546875
                },
                {
                    "start": 1084.44,
                    "end": 1084.94,
                    "word": " encode",
                    "probability": 0.8212890625
                },
                {
                    "start": 1084.94,
                    "end": 1085.1,
                    "word": " and",
                    "probability": 0.884765625
                },
                {
                    "start": 1085.1,
                    "end": 1085.48,
                    "word": " decode",
                    "probability": 0.95263671875
                },
                {
                    "start": 1085.48,
                    "end": 1085.78,
                    "word": " using",
                    "probability": 0.802734375
                },
                {
                    "start": 1085.78,
                    "end": 1086.14,
                    "word": " our",
                    "probability": 0.81201171875
                }
            ]
        },
        {
            "id": 183,
            "seek": 111128,
            "start": 1086.14,
            "end": 1092.58,
            "text": " random generator matrix, but again, agnostic to any type of encoding that you want to use.",
            "tokens": [
                50368,
                4974,
                19265,
                8141,
                11,
                457,
                797,
                11,
                623,
                77,
                19634,
                281,
                604,
                2010,
                295,
                43430,
                300,
                291,
                528,
                281,
                764,
                13,
                50660
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18603971294153518,
            "compression_ratio": 1.6750902527075813,
            "no_speech_prob": 8.481740951538086e-05,
            "words": [
                {
                    "start": 1086.14,
                    "end": 1086.62,
                    "word": " random",
                    "probability": 0.252685546875
                },
                {
                    "start": 1086.62,
                    "end": 1087.26,
                    "word": " generator",
                    "probability": 0.88134765625
                },
                {
                    "start": 1087.26,
                    "end": 1087.78,
                    "word": " matrix",
                    "probability": 0.83984375
                },
                {
                    "start": 1087.78,
                    "end": 1088.72,
                    "word": ",",
                    "probability": 0.48193359375
                },
                {
                    "start": 1088.72,
                    "end": 1089.02,
                    "word": " but",
                    "probability": 0.8837890625
                },
                {
                    "start": 1089.02,
                    "end": 1089.62,
                    "word": " again",
                    "probability": 0.82177734375
                },
                {
                    "start": 1089.62,
                    "end": 1089.72,
                    "word": ",",
                    "probability": 0.52099609375
                },
                {
                    "start": 1089.72,
                    "end": 1090.06,
                    "word": " agnostic",
                    "probability": 0.8968098958333334
                },
                {
                    "start": 1090.06,
                    "end": 1090.32,
                    "word": " to",
                    "probability": 0.91015625
                },
                {
                    "start": 1090.32,
                    "end": 1090.5,
                    "word": " any",
                    "probability": 0.82470703125
                },
                {
                    "start": 1090.5,
                    "end": 1090.7,
                    "word": " type",
                    "probability": 0.931640625
                },
                {
                    "start": 1090.7,
                    "end": 1090.8,
                    "word": " of",
                    "probability": 0.91162109375
                },
                {
                    "start": 1090.8,
                    "end": 1091.12,
                    "word": " encoding",
                    "probability": 0.880859375
                },
                {
                    "start": 1091.12,
                    "end": 1091.28,
                    "word": " that",
                    "probability": 0.88232421875
                },
                {
                    "start": 1091.28,
                    "end": 1091.38,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 1091.38,
                    "end": 1091.6,
                    "word": " want",
                    "probability": 0.82177734375
                },
                {
                    "start": 1091.6,
                    "end": 1091.74,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 1091.74,
                    "end": 1092.16,
                    "word": " use",
                    "probability": 0.81103515625
                },
                {
                    "start": 1092.16,
                    "end": 1092.58,
                    "word": ".",
                    "probability": 0.5380859375
                }
            ]
        },
        {
            "id": 184,
            "seek": 111128,
            "start": 1092.58,
            "end": 1098.06,
            "text": " And we can get readout with less than 10 seconds of data. Future work might be like using a",
            "tokens": [
                50692,
                400,
                321,
                393,
                483,
                1401,
                346,
                365,
                1570,
                813,
                1266,
                3949,
                295,
                1412,
                13,
                20805,
                589,
                1062,
                312,
                411,
                1228,
                257,
                50936
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18603971294153518,
            "compression_ratio": 1.6750902527075813,
            "no_speech_prob": 8.481740951538086e-05,
            "words": [
                {
                    "start": 1092.58,
                    "end": 1093.08,
                    "word": " And",
                    "probability": 0.8779296875
                },
                {
                    "start": 1093.08,
                    "end": 1093.18,
                    "word": " we",
                    "probability": 0.77880859375
                },
                {
                    "start": 1093.18,
                    "end": 1093.28,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 1093.28,
                    "end": 1093.42,
                    "word": " get",
                    "probability": 0.8994140625
                },
                {
                    "start": 1093.42,
                    "end": 1093.74,
                    "word": " readout",
                    "probability": 0.8408203125
                },
                {
                    "start": 1093.74,
                    "end": 1093.92,
                    "word": " with",
                    "probability": 0.80029296875
                },
                {
                    "start": 1093.92,
                    "end": 1094.16,
                    "word": " less",
                    "probability": 0.89111328125
                },
                {
                    "start": 1094.16,
                    "end": 1094.32,
                    "word": " than",
                    "probability": 0.8857421875
                },
                {
                    "start": 1094.32,
                    "end": 1094.54,
                    "word": " 10",
                    "probability": 0.86376953125
                },
                {
                    "start": 1094.54,
                    "end": 1094.84,
                    "word": " seconds",
                    "probability": 0.70849609375
                },
                {
                    "start": 1094.84,
                    "end": 1095.02,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1095.02,
                    "end": 1095.22,
                    "word": " data",
                    "probability": 0.80908203125
                },
                {
                    "start": 1095.22,
                    "end": 1095.74,
                    "word": ".",
                    "probability": 0.96826171875
                },
                {
                    "start": 1096.36,
                    "end": 1096.62,
                    "word": " Future",
                    "probability": 0.7001953125
                },
                {
                    "start": 1096.62,
                    "end": 1096.86,
                    "word": " work",
                    "probability": 0.78564453125
                },
                {
                    "start": 1096.86,
                    "end": 1097.0,
                    "word": " might",
                    "probability": 0.81787109375
                },
                {
                    "start": 1097.0,
                    "end": 1097.12,
                    "word": " be",
                    "probability": 0.89892578125
                },
                {
                    "start": 1097.12,
                    "end": 1097.32,
                    "word": " like",
                    "probability": 0.85546875
                },
                {
                    "start": 1097.32,
                    "end": 1097.58,
                    "word": " using",
                    "probability": 0.8125
                },
                {
                    "start": 1097.74,
                    "end": 1098.06,
                    "word": " a generative",
                    "probability": 0.922607421875
                }
            ]
        },
        {
            "id": 185,
            "seek": 111128,
            "start": 1098.06,
            "end": 1103.18,
            "text": " generative model to design these instead of an evolutionary model that's a guess and check.",
            "tokens": [
                50936,
                1337,
                1166,
                2316,
                281,
                1715,
                613,
                2602,
                295,
                364,
                27567,
                2316,
                300,
                311,
                257,
                2041,
                293,
                1520,
                13,
                51128
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18603971294153518,
            "compression_ratio": 1.6750902527075813,
            "no_speech_prob": 8.481740951538086e-05,
            "words": [
                {
                    "start": 1098.06,
                    "end": 1098.36,
                    "word": " model",
                    "probability": 0.8271484375
                },
                {
                    "start": 1098.36,
                    "end": 1098.62,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 1098.62,
                    "end": 1098.98,
                    "word": " design",
                    "probability": 0.90966796875
                },
                {
                    "start": 1098.98,
                    "end": 1099.2,
                    "word": " these",
                    "probability": 0.7099609375
                },
                {
                    "start": 1099.2,
                    "end": 1099.42,
                    "word": " instead",
                    "probability": 0.732421875
                },
                {
                    "start": 1099.42,
                    "end": 1099.64,
                    "word": " of",
                    "probability": 0.90966796875
                },
                {
                    "start": 1099.64,
                    "end": 1099.82,
                    "word": " an",
                    "probability": 0.890625
                },
                {
                    "start": 1099.82,
                    "end": 1100.22,
                    "word": " evolutionary",
                    "probability": 0.796875
                },
                {
                    "start": 1100.22,
                    "end": 1100.6,
                    "word": " model",
                    "probability": 0.82666015625
                },
                {
                    "start": 1100.6,
                    "end": 1100.82,
                    "word": " that's",
                    "probability": 0.70947265625
                },
                {
                    "start": 1100.9,
                    "end": 1101.08,
                    "word": " a guess",
                    "probability": 0.86279296875
                },
                {
                    "start": 1101.08,
                    "end": 1101.24,
                    "word": " and",
                    "probability": 0.859375
                },
                {
                    "start": 1101.24,
                    "end": 1101.52,
                    "word": " check",
                    "probability": 0.833984375
                },
                {
                    "start": 1101.52,
                    "end": 1102.04,
                    "word": ".",
                    "probability": 0.64404296875
                },
                {
                    "start": 1102.3,
                    "end": 1102.7,
                    "word": " And",
                    "probability": 0.892578125
                },
                {
                    "start": 1102.7,
                    "end": 1103.18,
                    "word": " also",
                    "probability": 0.8251953125
                }
            ]
        },
        {
            "id": 186,
            "seek": 111128,
            "start": 1103.82,
            "end": 1108.58,
            "text": " And also considering these different kinds of encoding and decoding methods that might be",
            "tokens": [
                51172,
                400,
                611,
                8079,
                613,
                819,
                3685,
                295,
                43430,
                293,
                979,
                8616,
                7150,
                300,
                1062,
                312,
                51468
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18603971294153518,
            "compression_ratio": 1.6750902527075813,
            "no_speech_prob": 8.481740951538086e-05,
            "words": [
                {
                    "start": 1103.82,
                    "end": 1104.34,
                    "word": " considering",
                    "probability": 0.5087890625
                },
                {
                    "start": 1104.34,
                    "end": 1104.86,
                    "word": " these",
                    "probability": 0.69921875
                },
                {
                    "start": 1104.86,
                    "end": 1105.18,
                    "word": " different",
                    "probability": 0.69482421875
                },
                {
                    "start": 1105.18,
                    "end": 1105.52,
                    "word": " kinds",
                    "probability": 0.7861328125
                },
                {
                    "start": 1105.52,
                    "end": 1105.62,
                    "word": " of",
                    "probability": 0.912109375
                },
                {
                    "start": 1105.62,
                    "end": 1105.92,
                    "word": " encoding",
                    "probability": 0.89990234375
                },
                {
                    "start": 1105.92,
                    "end": 1106.12,
                    "word": " and",
                    "probability": 0.89794921875
                },
                {
                    "start": 1106.12,
                    "end": 1106.5,
                    "word": " decoding",
                    "probability": 0.959228515625
                },
                {
                    "start": 1106.5,
                    "end": 1107.66,
                    "word": " methods",
                    "probability": 0.8408203125
                },
                {
                    "start": 1107.66,
                    "end": 1108.02,
                    "word": " that",
                    "probability": 0.86865234375
                },
                {
                    "start": 1108.02,
                    "end": 1108.22,
                    "word": " might",
                    "probability": 0.8193359375
                },
                {
                    "start": 1108.22,
                    "end": 1108.34,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 1108.34,
                    "end": 1108.44,
                    "word": " able",
                    "probability": 0.88720703125
                },
                {
                    "start": 1108.44,
                    "end": 1108.58,
                    "word": " to",
                    "probability": 0.9072265625
                }
            ]
        },
        {
            "id": 187,
            "seek": 111128,
            "start": 1108.58,
            "end": 1114.78,
            "text": " able to take advantage of different parts of the known error in the system, which we haven't really",
            "tokens": [
                51468,
                1075,
                281,
                747,
                5002,
                295,
                819,
                3166,
                295,
                264,
                2570,
                6713,
                294,
                264,
                1185,
                11,
                597,
                321,
                2378,
                380,
                534,
                51808
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18603971294153518,
            "compression_ratio": 1.6750902527075813,
            "no_speech_prob": 8.481740951538086e-05,
            "words": [
                {
                    "start": 1108.58,
                    "end": 1108.78,
                    "word": " take",
                    "probability": 0.81005859375
                },
                {
                    "start": 1108.78,
                    "end": 1109.22,
                    "word": " advantage",
                    "probability": 0.7587890625
                },
                {
                    "start": 1109.22,
                    "end": 1109.54,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 1109.54,
                    "end": 1109.9,
                    "word": " different",
                    "probability": 0.69287109375
                },
                {
                    "start": 1109.9,
                    "end": 1110.36,
                    "word": " parts",
                    "probability": 0.7373046875
                },
                {
                    "start": 1110.36,
                    "end": 1110.88,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 1110.88,
                    "end": 1112.76,
                    "word": " the",
                    "probability": 0.52490234375
                },
                {
                    "start": 1112.76,
                    "end": 1113.08,
                    "word": " known",
                    "probability": 0.70263671875
                },
                {
                    "start": 1113.08,
                    "end": 1113.34,
                    "word": " error",
                    "probability": 0.8369140625
                },
                {
                    "start": 1113.34,
                    "end": 1113.5,
                    "word": " in",
                    "probability": 0.90478515625
                },
                {
                    "start": 1113.5,
                    "end": 1113.64,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 1113.64,
                    "end": 1113.92,
                    "word": " system",
                    "probability": 0.86474609375
                },
                {
                    "start": 1113.92,
                    "end": 1113.94,
                    "word": ",",
                    "probability": 0.81787109375
                },
                {
                    "start": 1113.94,
                    "end": 1114.08,
                    "word": " which",
                    "probability": 0.91015625
                },
                {
                    "start": 1114.08,
                    "end": 1114.22,
                    "word": " we",
                    "probability": 0.9072265625
                },
                {
                    "start": 1114.22,
                    "end": 1114.48,
                    "word": " haven't",
                    "probability": 0.93994140625
                },
                {
                    "start": 1114.48,
                    "end": 1114.78,
                    "word": " really",
                    "probability": 0.78271484375
                }
            ]
        },
        {
            "id": 188,
            "seek": 113744,
            "start": 1114.78,
            "end": 1120.98,
            "text": " done at all. Another thing to consider, especially because this is a security-minded conference,",
            "tokens": [
                50376,
                1096,
                412,
                439,
                13,
                3996,
                551,
                281,
                1949,
                11,
                2318,
                570,
                341,
                307,
                257,
                3825,
                12,
                23310,
                7586,
                11,
                50672
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18168604304624159,
            "compression_ratio": 1.6,
            "no_speech_prob": 0.0029354095458984375,
            "words": [
                {
                    "start": 1114.78,
                    "end": 1115.22,
                    "word": " done",
                    "probability": 0.2122802734375
                },
                {
                    "start": 1115.22,
                    "end": 1115.82,
                    "word": " at",
                    "probability": 0.8828125
                },
                {
                    "start": 1115.82,
                    "end": 1116.02,
                    "word": " all",
                    "probability": 0.8994140625
                },
                {
                    "start": 1116.02,
                    "end": 1116.64,
                    "word": ".",
                    "probability": 0.7587890625
                },
                {
                    "start": 1117.14,
                    "end": 1117.74,
                    "word": " Another",
                    "probability": 0.82763671875
                },
                {
                    "start": 1117.74,
                    "end": 1118.06,
                    "word": " thing",
                    "probability": 0.81884765625
                },
                {
                    "start": 1118.06,
                    "end": 1118.22,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 1118.22,
                    "end": 1118.58,
                    "word": " consider",
                    "probability": 0.80419921875
                },
                {
                    "start": 1118.58,
                    "end": 1118.74,
                    "word": ",",
                    "probability": 0.7236328125
                },
                {
                    "start": 1118.74,
                    "end": 1118.98,
                    "word": " especially",
                    "probability": 0.71044921875
                },
                {
                    "start": 1118.98,
                    "end": 1119.36,
                    "word": " because",
                    "probability": 0.80810546875
                },
                {
                    "start": 1119.36,
                    "end": 1119.58,
                    "word": " this",
                    "probability": 0.875
                },
                {
                    "start": 1119.58,
                    "end": 1119.66,
                    "word": " is",
                    "probability": 0.90625
                },
                {
                    "start": 1119.82,
                    "end": 1120.18,
                    "word": " a security",
                    "probability": 0.8759765625
                },
                {
                    "start": 1120.18,
                    "end": 1120.46,
                    "word": "-minded",
                    "probability": 0.743408203125
                },
                {
                    "start": 1120.46,
                    "end": 1120.9,
                    "word": " conference",
                    "probability": 0.7392578125
                },
                {
                    "start": 1120.9,
                    "end": 1120.98,
                    "word": ",",
                    "probability": 0.73486328125
                }
            ]
        },
        {
            "id": 189,
            "seek": 113744,
            "start": 1120.98,
            "end": 1129.76,
            "text": " is what kind of security this actually provides. And one nice thing is that DNA is invisible.",
            "tokens": [
                50672,
                307,
                437,
                733,
                295,
                3825,
                341,
                767,
                6417,
                13,
                400,
                472,
                1481,
                551,
                307,
                300,
                8272,
                307,
                14603,
                13,
                51112
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18168604304624159,
            "compression_ratio": 1.6,
            "no_speech_prob": 0.0029354095458984375,
            "words": [
                {
                    "start": 1120.98,
                    "end": 1121.1,
                    "word": " is",
                    "probability": 0.89599609375
                },
                {
                    "start": 1121.1,
                    "end": 1121.26,
                    "word": " what",
                    "probability": 0.8857421875
                },
                {
                    "start": 1121.26,
                    "end": 1121.46,
                    "word": " kind",
                    "probability": 0.82373046875
                },
                {
                    "start": 1121.46,
                    "end": 1121.56,
                    "word": " of",
                    "probability": 0.912109375
                },
                {
                    "start": 1121.56,
                    "end": 1121.98,
                    "word": " security",
                    "probability": 0.92333984375
                },
                {
                    "start": 1121.98,
                    "end": 1122.42,
                    "word": " this",
                    "probability": 0.880859375
                },
                {
                    "start": 1122.42,
                    "end": 1122.88,
                    "word": " actually",
                    "probability": 0.79638671875
                },
                {
                    "start": 1122.88,
                    "end": 1123.52,
                    "word": " provides",
                    "probability": 0.82275390625
                },
                {
                    "start": 1123.52,
                    "end": 1124.14,
                    "word": ".",
                    "probability": 0.78369140625
                },
                {
                    "start": 1124.32,
                    "end": 1124.4,
                    "word": " And",
                    "probability": 0.490234375
                },
                {
                    "start": 1124.4,
                    "end": 1125.16,
                    "word": " one",
                    "probability": 0.79296875
                },
                {
                    "start": 1125.16,
                    "end": 1127.08,
                    "word": " nice",
                    "probability": 0.2265625
                },
                {
                    "start": 1127.08,
                    "end": 1127.44,
                    "word": " thing",
                    "probability": 0.81103515625
                },
                {
                    "start": 1127.44,
                    "end": 1127.66,
                    "word": " is",
                    "probability": 0.900390625
                },
                {
                    "start": 1127.66,
                    "end": 1127.88,
                    "word": " that",
                    "probability": 0.88134765625
                },
                {
                    "start": 1127.88,
                    "end": 1128.26,
                    "word": " DNA",
                    "probability": 0.8681640625
                },
                {
                    "start": 1128.26,
                    "end": 1128.6,
                    "word": " is",
                    "probability": 0.8974609375
                },
                {
                    "start": 1128.6,
                    "end": 1129.16,
                    "word": " invisible",
                    "probability": 0.68359375
                },
                {
                    "start": 1129.16,
                    "end": 1129.76,
                    "word": ".",
                    "probability": 0.71337890625
                }
            ]
        },
        {
            "id": 190,
            "seek": 113744,
            "start": 1129.76,
            "end": 1136.2,
            "text": " However, security by obfuscation is not always the right kind of security. It can be good in",
            "tokens": [
                51112,
                2908,
                11,
                3825,
                538,
                1111,
                69,
                32601,
                399,
                307,
                406,
                1009,
                264,
                558,
                733,
                295,
                3825,
                13,
                467,
                393,
                312,
                665,
                294,
                51432
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18168604304624159,
            "compression_ratio": 1.6,
            "no_speech_prob": 0.0029354095458984375,
            "words": [
                {
                    "start": 1129.76,
                    "end": 1130.22,
                    "word": " However",
                    "probability": 0.8408203125
                },
                {
                    "start": 1130.22,
                    "end": 1130.5,
                    "word": ",",
                    "probability": 0.94677734375
                },
                {
                    "start": 1130.5,
                    "end": 1130.84,
                    "word": " security",
                    "probability": 0.9140625
                },
                {
                    "start": 1130.84,
                    "end": 1131.04,
                    "word": " by",
                    "probability": 0.873046875
                },
                {
                    "start": 1131.04,
                    "end": 1131.7,
                    "word": " obfuscation",
                    "probability": 0.9774169921875
                },
                {
                    "start": 1131.7,
                    "end": 1131.92,
                    "word": " is",
                    "probability": 0.90087890625
                },
                {
                    "start": 1131.92,
                    "end": 1132.16,
                    "word": " not",
                    "probability": 0.89599609375
                },
                {
                    "start": 1132.16,
                    "end": 1132.6,
                    "word": " always",
                    "probability": 0.78466796875
                },
                {
                    "start": 1132.6,
                    "end": 1134.14,
                    "word": " the",
                    "probability": 0.8037109375
                },
                {
                    "start": 1134.14,
                    "end": 1134.36,
                    "word": " right",
                    "probability": 0.87255859375
                },
                {
                    "start": 1134.36,
                    "end": 1134.56,
                    "word": " kind",
                    "probability": 0.81689453125
                },
                {
                    "start": 1134.56,
                    "end": 1134.7,
                    "word": " of",
                    "probability": 0.912109375
                },
                {
                    "start": 1134.7,
                    "end": 1135.12,
                    "word": " security",
                    "probability": 0.9296875
                },
                {
                    "start": 1135.12,
                    "end": 1135.5,
                    "word": ".",
                    "probability": 0.990234375
                },
                {
                    "start": 1135.5,
                    "end": 1135.68,
                    "word": " It",
                    "probability": 0.90185546875
                },
                {
                    "start": 1135.68,
                    "end": 1135.8,
                    "word": " can",
                    "probability": 0.8935546875
                },
                {
                    "start": 1135.8,
                    "end": 1135.9,
                    "word": " be",
                    "probability": 0.9072265625
                },
                {
                    "start": 1135.9,
                    "end": 1136.08,
                    "word": " good",
                    "probability": 0.88037109375
                },
                {
                    "start": 1136.08,
                    "end": 1136.2,
                    "word": " in",
                    "probability": 0.9072265625
                }
            ]
        },
        {
            "id": 191,
            "seek": 113744,
            "start": 1136.2,
            "end": 1140.94,
            "text": " some circumstances, but you're never going to fool anybody who's really dedicated to",
            "tokens": [
                51432,
                512,
                9121,
                11,
                457,
                291,
                434,
                1128,
                516,
                281,
                7979,
                4472,
                567,
                311,
                534,
                8374,
                281,
                51676
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18168604304624159,
            "compression_ratio": 1.6,
            "no_speech_prob": 0.0029354095458984375,
            "words": [
                {
                    "start": 1136.2,
                    "end": 1136.44,
                    "word": " some",
                    "probability": 0.80517578125
                },
                {
                    "start": 1136.44,
                    "end": 1137.26,
                    "word": " circumstances",
                    "probability": 0.83984375
                },
                {
                    "start": 1137.26,
                    "end": 1137.62,
                    "word": ",",
                    "probability": 0.80908203125
                },
                {
                    "start": 1137.62,
                    "end": 1137.8,
                    "word": " but",
                    "probability": 0.90234375
                },
                {
                    "start": 1137.8,
                    "end": 1138.34,
                    "word": " you're",
                    "probability": 0.913330078125
                },
                {
                    "start": 1138.34,
                    "end": 1138.48,
                    "word": " never",
                    "probability": 0.86865234375
                },
                {
                    "start": 1138.48,
                    "end": 1138.64,
                    "word": " going",
                    "probability": 0.66259765625
                },
                {
                    "start": 1138.64,
                    "end": 1138.74,
                    "word": " to",
                    "probability": 0.91162109375
                },
                {
                    "start": 1138.74,
                    "end": 1138.9,
                    "word": " fool",
                    "probability": 0.87890625
                },
                {
                    "start": 1138.9,
                    "end": 1139.22,
                    "word": " anybody",
                    "probability": 0.77685546875
                },
                {
                    "start": 1139.22,
                    "end": 1139.54,
                    "word": " who's",
                    "probability": 0.6435546875
                },
                {
                    "start": 1139.54,
                    "end": 1139.84,
                    "word": " really",
                    "probability": 0.794921875
                },
                {
                    "start": 1139.84,
                    "end": 1140.46,
                    "word": " dedicated",
                    "probability": 0.9130859375
                },
                {
                    "start": 1140.46,
                    "end": 1140.94,
                    "word": " to",
                    "probability": 0.904296875
                }
            ]
        },
        {
            "id": 192,
            "seek": 116744,
            "start": 1140.94,
            "end": 1147.02,
            "text": " getting access to this just by making it invisible. And so there are applications where",
            "tokens": [
                50368,
                1242,
                2105,
                281,
                341,
                445,
                538,
                1455,
                309,
                14603,
                13,
                400,
                370,
                456,
                366,
                5821,
                689,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20437499687075614,
            "compression_ratio": 1.6628352490421456,
            "no_speech_prob": 0.0005526542663574219,
            "words": [
                {
                    "start": 1140.94,
                    "end": 1141.28,
                    "word": " getting",
                    "probability": 0.5791015625
                },
                {
                    "start": 1141.28,
                    "end": 1141.68,
                    "word": " access",
                    "probability": 0.7880859375
                },
                {
                    "start": 1141.68,
                    "end": 1141.94,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1141.94,
                    "end": 1142.18,
                    "word": " this",
                    "probability": 0.8798828125
                },
                {
                    "start": 1142.18,
                    "end": 1142.46,
                    "word": " just",
                    "probability": 0.82666015625
                },
                {
                    "start": 1142.46,
                    "end": 1142.66,
                    "word": " by",
                    "probability": 0.9091796875
                },
                {
                    "start": 1142.66,
                    "end": 1142.96,
                    "word": " making",
                    "probability": 0.79541015625
                },
                {
                    "start": 1142.96,
                    "end": 1143.16,
                    "word": " it",
                    "probability": 0.89501953125
                },
                {
                    "start": 1143.16,
                    "end": 1143.56,
                    "word": " invisible",
                    "probability": 0.70458984375
                },
                {
                    "start": 1143.56,
                    "end": 1144.04,
                    "word": ".",
                    "probability": 0.74755859375
                },
                {
                    "start": 1144.54,
                    "end": 1144.6,
                    "word": " And",
                    "probability": 0.66162109375
                },
                {
                    "start": 1144.6,
                    "end": 1145.8,
                    "word": " so",
                    "probability": 0.7578125
                },
                {
                    "start": 1145.8,
                    "end": 1146.06,
                    "word": " there",
                    "probability": 0.6884765625
                },
                {
                    "start": 1146.06,
                    "end": 1146.22,
                    "word": " are",
                    "probability": 0.8876953125
                },
                {
                    "start": 1146.22,
                    "end": 1146.76,
                    "word": " applications",
                    "probability": 0.75
                },
                {
                    "start": 1146.76,
                    "end": 1147.02,
                    "word": " where",
                    "probability": 0.90478515625
                }
            ]
        },
        {
            "id": 193,
            "seek": 116744,
            "start": 1147.02,
            "end": 1151.92,
            "text": " this would be useful and maybe not, and I'm really curious if anybody has thoughts on",
            "tokens": [
                50664,
                341,
                576,
                312,
                4420,
                293,
                1310,
                406,
                11,
                293,
                286,
                478,
                534,
                6369,
                498,
                4472,
                575,
                4598,
                322,
                50904
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20437499687075614,
            "compression_ratio": 1.6628352490421456,
            "no_speech_prob": 0.0005526542663574219,
            "words": [
                {
                    "start": 1147.02,
                    "end": 1147.2,
                    "word": " this",
                    "probability": 0.8828125
                },
                {
                    "start": 1147.2,
                    "end": 1147.36,
                    "word": " would",
                    "probability": 0.84521484375
                },
                {
                    "start": 1147.36,
                    "end": 1147.48,
                    "word": " be",
                    "probability": 0.9072265625
                },
                {
                    "start": 1147.48,
                    "end": 1147.8,
                    "word": " useful",
                    "probability": 0.7578125
                },
                {
                    "start": 1147.8,
                    "end": 1148.02,
                    "word": " and",
                    "probability": 0.80224609375
                },
                {
                    "start": 1148.02,
                    "end": 1148.22,
                    "word": " maybe",
                    "probability": 0.86572265625
                },
                {
                    "start": 1148.22,
                    "end": 1148.6,
                    "word": " not",
                    "probability": 0.89599609375
                },
                {
                    "start": 1148.6,
                    "end": 1148.7,
                    "word": ",",
                    "probability": 0.2313232421875
                },
                {
                    "start": 1148.7,
                    "end": 1148.92,
                    "word": " and",
                    "probability": 0.8916015625
                },
                {
                    "start": 1148.92,
                    "end": 1149.72,
                    "word": " I'm",
                    "probability": 0.990966796875
                },
                {
                    "start": 1149.72,
                    "end": 1149.94,
                    "word": " really",
                    "probability": 0.78759765625
                },
                {
                    "start": 1149.94,
                    "end": 1150.24,
                    "word": " curious",
                    "probability": 0.79443359375
                },
                {
                    "start": 1150.24,
                    "end": 1150.44,
                    "word": " if",
                    "probability": 0.90283203125
                },
                {
                    "start": 1150.44,
                    "end": 1150.7,
                    "word": " anybody",
                    "probability": 0.77197265625
                },
                {
                    "start": 1150.7,
                    "end": 1151.04,
                    "word": " has",
                    "probability": 0.8916015625
                },
                {
                    "start": 1151.04,
                    "end": 1151.48,
                    "word": " thoughts",
                    "probability": 0.76220703125
                },
                {
                    "start": 1151.48,
                    "end": 1151.92,
                    "word": " on",
                    "probability": 0.91064453125
                }
            ]
        },
        {
            "id": 194,
            "seek": 116744,
            "start": 1153.18,
            "end": 1159.98,
            "text": " maybe this sparked some kind of interesting application that we haven't thought of yet.",
            "tokens": [
                50984,
                1310,
                341,
                39653,
                512,
                733,
                295,
                1880,
                3861,
                300,
                321,
                2378,
                380,
                1194,
                295,
                1939,
                13,
                51292
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20437499687075614,
            "compression_ratio": 1.6628352490421456,
            "no_speech_prob": 0.0005526542663574219,
            "words": [
                {
                    "start": 1153.18,
                    "end": 1153.66,
                    "word": " maybe",
                    "probability": 0.69287109375
                },
                {
                    "start": 1153.66,
                    "end": 1154.04,
                    "word": " this",
                    "probability": 0.64892578125
                },
                {
                    "start": 1154.04,
                    "end": 1154.46,
                    "word": " sparked",
                    "probability": 0.859375
                },
                {
                    "start": 1154.46,
                    "end": 1155.14,
                    "word": " some",
                    "probability": 0.81787109375
                },
                {
                    "start": 1155.14,
                    "end": 1155.36,
                    "word": " kind",
                    "probability": 0.8125
                },
                {
                    "start": 1155.36,
                    "end": 1155.48,
                    "word": " of",
                    "probability": 0.90966796875
                },
                {
                    "start": 1155.48,
                    "end": 1155.8,
                    "word": " interesting",
                    "probability": 0.63916015625
                },
                {
                    "start": 1155.8,
                    "end": 1156.36,
                    "word": " application",
                    "probability": 0.779296875
                },
                {
                    "start": 1156.36,
                    "end": 1158.1,
                    "word": " that",
                    "probability": 0.85302734375
                },
                {
                    "start": 1158.1,
                    "end": 1158.3,
                    "word": " we",
                    "probability": 0.9072265625
                },
                {
                    "start": 1158.3,
                    "end": 1158.72,
                    "word": " haven't",
                    "probability": 0.940185546875
                },
                {
                    "start": 1158.72,
                    "end": 1159.08,
                    "word": " thought",
                    "probability": 0.82666015625
                },
                {
                    "start": 1159.08,
                    "end": 1159.28,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 1159.28,
                    "end": 1159.5,
                    "word": " yet",
                    "probability": 0.89306640625
                },
                {
                    "start": 1159.5,
                    "end": 1159.98,
                    "word": ".",
                    "probability": 0.97216796875
                }
            ]
        },
        {
            "id": 195,
            "seek": 116744,
            "start": 1161.26,
            "end": 1166.34,
            "text": " I also just wanted to give a really quick plug for the other things that our lab is doing,",
            "tokens": [
                51392,
                286,
                611,
                445,
                1415,
                281,
                976,
                257,
                534,
                1702,
                5452,
                337,
                264,
                661,
                721,
                300,
                527,
                2715,
                307,
                884,
                11,
                51628
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20437499687075614,
            "compression_ratio": 1.6628352490421456,
            "no_speech_prob": 0.0005526542663574219,
            "words": [
                {
                    "start": 1161.26,
                    "end": 1161.74,
                    "word": " I",
                    "probability": 0.99072265625
                },
                {
                    "start": 1161.74,
                    "end": 1161.96,
                    "word": " also",
                    "probability": 0.82275390625
                },
                {
                    "start": 1161.96,
                    "end": 1162.14,
                    "word": " just",
                    "probability": 0.8916015625
                },
                {
                    "start": 1162.14,
                    "end": 1162.28,
                    "word": " wanted",
                    "probability": 0.80224609375
                },
                {
                    "start": 1162.28,
                    "end": 1162.6,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 1162.6,
                    "end": 1162.82,
                    "word": " give",
                    "probability": 0.82177734375
                },
                {
                    "start": 1162.96,
                    "end": 1163.2,
                    "word": " a really",
                    "probability": 0.78564453125
                },
                {
                    "start": 1163.2,
                    "end": 1163.44,
                    "word": " quick",
                    "probability": 0.9267578125
                },
                {
                    "start": 1163.44,
                    "end": 1163.84,
                    "word": " plug",
                    "probability": 0.82080078125
                },
                {
                    "start": 1163.84,
                    "end": 1164.2,
                    "word": " for",
                    "probability": 0.8955078125
                },
                {
                    "start": 1164.2,
                    "end": 1164.52,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 1164.52,
                    "end": 1164.72,
                    "word": " other",
                    "probability": 0.7705078125
                },
                {
                    "start": 1164.72,
                    "end": 1165.04,
                    "word": " things",
                    "probability": 0.73486328125
                },
                {
                    "start": 1165.04,
                    "end": 1165.22,
                    "word": " that",
                    "probability": 0.861328125
                },
                {
                    "start": 1165.22,
                    "end": 1165.44,
                    "word": " our",
                    "probability": 0.81640625
                },
                {
                    "start": 1165.44,
                    "end": 1165.78,
                    "word": " lab",
                    "probability": 0.904296875
                },
                {
                    "start": 1165.78,
                    "end": 1166.02,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 1166.02,
                    "end": 1166.24,
                    "word": " doing",
                    "probability": 0.9169921875
                },
                {
                    "start": 1166.24,
                    "end": 1166.34,
                    "word": ",",
                    "probability": 0.371337890625
                }
            ]
        },
        {
            "id": 196,
            "seek": 116744,
            "start": 1166.34,
            "end": 1170.54,
            "text": " because I think it's really cool and I only work on a very small segment of this.",
            "tokens": [
                51628,
                570,
                286,
                519,
                309,
                311,
                534,
                1627,
                293,
                286,
                787,
                589,
                322,
                257,
                588,
                1359,
                9469,
                295,
                341,
                13,
                51816
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20437499687075614,
            "compression_ratio": 1.6628352490421456,
            "no_speech_prob": 0.0005526542663574219,
            "words": [
                {
                    "start": 1166.34,
                    "end": 1166.46,
                    "word": " because",
                    "probability": 0.83251953125
                },
                {
                    "start": 1166.46,
                    "end": 1166.64,
                    "word": " I",
                    "probability": 0.9873046875
                },
                {
                    "start": 1166.64,
                    "end": 1166.98,
                    "word": " think",
                    "probability": 0.763671875
                },
                {
                    "start": 1166.98,
                    "end": 1167.1,
                    "word": " it's",
                    "probability": 0.951416015625
                },
                {
                    "start": 1167.1,
                    "end": 1167.26,
                    "word": " really",
                    "probability": 0.77783203125
                },
                {
                    "start": 1167.26,
                    "end": 1167.44,
                    "word": " cool",
                    "probability": 0.89306640625
                },
                {
                    "start": 1167.44,
                    "end": 1167.56,
                    "word": " and",
                    "probability": 0.416748046875
                },
                {
                    "start": 1167.56,
                    "end": 1167.66,
                    "word": " I",
                    "probability": 0.99462890625
                },
                {
                    "start": 1167.66,
                    "end": 1167.84,
                    "word": " only",
                    "probability": 0.8544921875
                },
                {
                    "start": 1167.84,
                    "end": 1168.06,
                    "word": " work",
                    "probability": 0.802734375
                },
                {
                    "start": 1168.06,
                    "end": 1168.16,
                    "word": " on",
                    "probability": 0.90869140625
                },
                {
                    "start": 1168.26,
                    "end": 1168.42,
                    "word": " a very",
                    "probability": 0.74267578125
                },
                {
                    "start": 1168.42,
                    "end": 1168.84,
                    "word": " small",
                    "probability": 0.8505859375
                },
                {
                    "start": 1168.84,
                    "end": 1169.56,
                    "word": " segment",
                    "probability": 0.8544921875
                },
                {
                    "start": 1169.56,
                    "end": 1169.78,
                    "word": " of",
                    "probability": 0.89404296875
                },
                {
                    "start": 1169.78,
                    "end": 1170.06,
                    "word": " this",
                    "probability": 0.88232421875
                },
                {
                    "start": 1170.06,
                    "end": 1170.54,
                    "word": ".",
                    "probability": 0.85888671875
                }
            ]
        },
        {
            "id": 197,
            "seek": 119482,
            "start": 1170.94,
            "end": 1175.5,
            "text": " Our lab works primarily on something called DNA data storage, where we're trying to store",
            "tokens": [
                50372,
                2621,
                2715,
                1985,
                10029,
                322,
                746,
                1219,
                8272,
                1412,
                6725,
                11,
                689,
                321,
                434,
                1382,
                281,
                3531,
                50592
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22340029194241479,
            "compression_ratio": 1.5732758620689655,
            "no_speech_prob": 0.00021648406982421875,
            "words": [
                {
                    "start": 1170.94,
                    "end": 1171.34,
                    "word": " Our",
                    "probability": 0.3671875
                },
                {
                    "start": 1171.34,
                    "end": 1171.58,
                    "word": " lab",
                    "probability": 0.8876953125
                },
                {
                    "start": 1171.58,
                    "end": 1171.86,
                    "word": " works",
                    "probability": 0.7412109375
                },
                {
                    "start": 1171.86,
                    "end": 1173.02,
                    "word": " primarily",
                    "probability": 0.2371826171875
                },
                {
                    "start": 1173.02,
                    "end": 1173.3,
                    "word": " on",
                    "probability": 0.90625
                },
                {
                    "start": 1173.3,
                    "end": 1173.48,
                    "word": " something",
                    "probability": 0.7177734375
                },
                {
                    "start": 1173.48,
                    "end": 1173.68,
                    "word": " called",
                    "probability": 0.7958984375
                },
                {
                    "start": 1173.68,
                    "end": 1174.0,
                    "word": " DNA",
                    "probability": 0.90087890625
                },
                {
                    "start": 1174.0,
                    "end": 1174.3,
                    "word": " data",
                    "probability": 0.70361328125
                },
                {
                    "start": 1174.3,
                    "end": 1174.64,
                    "word": " storage",
                    "probability": 0.36669921875
                },
                {
                    "start": 1174.64,
                    "end": 1174.74,
                    "word": ",",
                    "probability": 0.1510009765625
                },
                {
                    "start": 1174.74,
                    "end": 1174.8,
                    "word": " where",
                    "probability": 0.59814453125
                },
                {
                    "start": 1174.8,
                    "end": 1174.88,
                    "word": " we're",
                    "probability": 0.90869140625
                },
                {
                    "start": 1174.88,
                    "end": 1175.04,
                    "word": " trying",
                    "probability": 0.79931640625
                },
                {
                    "start": 1175.04,
                    "end": 1175.2,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1175.2,
                    "end": 1175.5,
                    "word": " store",
                    "probability": 0.7880859375
                }
            ]
        },
        {
            "id": 198,
            "seek": 119482,
            "start": 1175.5,
            "end": 1182.1,
            "text": " information in DNA and read it back later, but not in terms of presence or absence,",
            "tokens": [
                50592,
                1589,
                294,
                8272,
                293,
                1401,
                309,
                646,
                1780,
                11,
                457,
                406,
                294,
                2115,
                295,
                6814,
                420,
                17145,
                11,
                50916
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22340029194241479,
            "compression_ratio": 1.5732758620689655,
            "no_speech_prob": 0.00021648406982421875,
            "words": [
                {
                    "start": 1175.5,
                    "end": 1176.14,
                    "word": " information",
                    "probability": 0.7490234375
                },
                {
                    "start": 1176.14,
                    "end": 1176.9,
                    "word": " in",
                    "probability": 0.89453125
                },
                {
                    "start": 1176.9,
                    "end": 1177.32,
                    "word": " DNA",
                    "probability": 0.90185546875
                },
                {
                    "start": 1177.32,
                    "end": 1177.88,
                    "word": " and",
                    "probability": 0.8349609375
                },
                {
                    "start": 1177.88,
                    "end": 1178.04,
                    "word": " read",
                    "probability": 0.89892578125
                },
                {
                    "start": 1178.04,
                    "end": 1178.12,
                    "word": " it",
                    "probability": 0.9013671875
                },
                {
                    "start": 1178.12,
                    "end": 1178.42,
                    "word": " back",
                    "probability": 0.822265625
                },
                {
                    "start": 1178.42,
                    "end": 1179.18,
                    "word": " later",
                    "probability": 0.86865234375
                },
                {
                    "start": 1179.18,
                    "end": 1179.36,
                    "word": ",",
                    "probability": 0.701171875
                },
                {
                    "start": 1179.36,
                    "end": 1179.52,
                    "word": " but",
                    "probability": 0.8818359375
                },
                {
                    "start": 1179.52,
                    "end": 1179.88,
                    "word": " not",
                    "probability": 0.89453125
                },
                {
                    "start": 1179.88,
                    "end": 1180.06,
                    "word": " in",
                    "probability": 0.9033203125
                },
                {
                    "start": 1180.06,
                    "end": 1180.44,
                    "word": " terms",
                    "probability": 0.7744140625
                },
                {
                    "start": 1180.44,
                    "end": 1180.98,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 1180.98,
                    "end": 1181.54,
                    "word": " presence",
                    "probability": 0.64208984375
                },
                {
                    "start": 1181.54,
                    "end": 1181.74,
                    "word": " or",
                    "probability": 0.91015625
                },
                {
                    "start": 1181.74,
                    "end": 1182.02,
                    "word": " absence",
                    "probability": 0.91552734375
                },
                {
                    "start": 1182.02,
                    "end": 1182.1,
                    "word": ",",
                    "probability": 0.86181640625
                }
            ]
        },
        {
            "id": 199,
            "seek": 119482,
            "start": 1182.1,
            "end": 1189.42,
            "text": " but actually encoding information in the bases of the DNA. And this has been pretty far developed,",
            "tokens": [
                50916,
                457,
                767,
                43430,
                1589,
                294,
                264,
                17949,
                295,
                264,
                8272,
                13,
                400,
                341,
                575,
                668,
                1238,
                1400,
                4743,
                11,
                51244
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22340029194241479,
            "compression_ratio": 1.5732758620689655,
            "no_speech_prob": 0.00021648406982421875,
            "words": [
                {
                    "start": 1182.1,
                    "end": 1182.24,
                    "word": " but",
                    "probability": 0.89697265625
                },
                {
                    "start": 1182.24,
                    "end": 1182.54,
                    "word": " actually",
                    "probability": 0.796875
                },
                {
                    "start": 1182.54,
                    "end": 1182.84,
                    "word": " encoding",
                    "probability": 0.88232421875
                },
                {
                    "start": 1182.84,
                    "end": 1183.48,
                    "word": " information",
                    "probability": 0.73974609375
                },
                {
                    "start": 1183.48,
                    "end": 1183.9,
                    "word": " in",
                    "probability": 0.90576171875
                },
                {
                    "start": 1183.9,
                    "end": 1184.46,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 1184.46,
                    "end": 1185.12,
                    "word": " bases",
                    "probability": 0.68701171875
                },
                {
                    "start": 1185.12,
                    "end": 1185.38,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 1185.38,
                    "end": 1185.52,
                    "word": " the",
                    "probability": 0.80224609375
                },
                {
                    "start": 1185.52,
                    "end": 1185.74,
                    "word": " DNA",
                    "probability": 0.9140625
                },
                {
                    "start": 1185.74,
                    "end": 1186.34,
                    "word": ".",
                    "probability": 0.87548828125
                },
                {
                    "start": 1186.52,
                    "end": 1186.62,
                    "word": " And",
                    "probability": 0.60302734375
                },
                {
                    "start": 1186.62,
                    "end": 1186.78,
                    "word": " this",
                    "probability": 0.87890625
                },
                {
                    "start": 1186.78,
                    "end": 1186.94,
                    "word": " has",
                    "probability": 0.86083984375
                },
                {
                    "start": 1186.94,
                    "end": 1187.58,
                    "word": " been",
                    "probability": 0.8193359375
                },
                {
                    "start": 1187.58,
                    "end": 1187.84,
                    "word": " pretty",
                    "probability": 0.8779296875
                },
                {
                    "start": 1187.84,
                    "end": 1188.06,
                    "word": " far",
                    "probability": 0.87353515625
                },
                {
                    "start": 1188.06,
                    "end": 1188.58,
                    "word": " developed",
                    "probability": 0.54296875
                },
                {
                    "start": 1188.58,
                    "end": 1189.42,
                    "word": ",",
                    "probability": 0.52001953125
                }
            ]
        },
        {
            "id": 200,
            "seek": 119482,
            "start": 1190.06,
            "end": 1198.32,
            "text": " but still, the writing aspect is very expensive. The cheapest I've ever seen DNA for is like",
            "tokens": [
                51320,
                457,
                920,
                11,
                264,
                3579,
                4171,
                307,
                588,
                5124,
                13,
                440,
                29167,
                286,
                600,
                1562,
                1612,
                8272,
                337,
                307,
                411,
                51728
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22340029194241479,
            "compression_ratio": 1.5732758620689655,
            "no_speech_prob": 0.00021648406982421875,
            "words": [
                {
                    "start": 1190.06,
                    "end": 1190.38,
                    "word": " but",
                    "probability": 0.8681640625
                },
                {
                    "start": 1190.38,
                    "end": 1190.9,
                    "word": " still",
                    "probability": 0.89892578125
                },
                {
                    "start": 1190.9,
                    "end": 1191.5,
                    "word": ",",
                    "probability": 0.370849609375
                },
                {
                    "start": 1191.5,
                    "end": 1192.08,
                    "word": " the",
                    "probability": 0.39208984375
                },
                {
                    "start": 1192.08,
                    "end": 1193.82,
                    "word": " writing",
                    "probability": 0.8701171875
                },
                {
                    "start": 1193.82,
                    "end": 1194.28,
                    "word": " aspect",
                    "probability": 0.75830078125
                },
                {
                    "start": 1194.28,
                    "end": 1194.66,
                    "word": " is",
                    "probability": 0.89404296875
                },
                {
                    "start": 1194.66,
                    "end": 1194.9,
                    "word": " very",
                    "probability": 0.7275390625
                },
                {
                    "start": 1194.9,
                    "end": 1195.36,
                    "word": " expensive",
                    "probability": 0.9033203125
                },
                {
                    "start": 1195.36,
                    "end": 1195.92,
                    "word": ".",
                    "probability": 0.990234375
                },
                {
                    "start": 1195.92,
                    "end": 1196.14,
                    "word": " The",
                    "probability": 0.8193359375
                },
                {
                    "start": 1196.14,
                    "end": 1196.4,
                    "word": " cheapest",
                    "probability": 0.79052734375
                },
                {
                    "start": 1196.4,
                    "end": 1196.6,
                    "word": " I've",
                    "probability": 0.97509765625
                },
                {
                    "start": 1196.6,
                    "end": 1196.8,
                    "word": " ever",
                    "probability": 0.7998046875
                },
                {
                    "start": 1196.8,
                    "end": 1197.04,
                    "word": " seen",
                    "probability": 0.85986328125
                },
                {
                    "start": 1197.04,
                    "end": 1197.62,
                    "word": " DNA",
                    "probability": 0.91162109375
                },
                {
                    "start": 1197.62,
                    "end": 1197.94,
                    "word": " for",
                    "probability": 0.890625
                },
                {
                    "start": 1197.94,
                    "end": 1198.14,
                    "word": " is",
                    "probability": 0.88720703125
                },
                {
                    "start": 1198.14,
                    "end": 1198.32,
                    "word": " like",
                    "probability": 0.4990234375
                }
            ]
        },
        {
            "id": 201,
            "seek": 121918,
            "start": 1198.32,
            "end": 1202.56,
            "text": " seven cents per base, which is astronomical when you consider large volumes of DNA.",
            "tokens": [
                50364,
                3407,
                14941,
                680,
                3096,
                11,
                597,
                307,
                49035,
                562,
                291,
                1949,
                2416,
                22219,
                295,
                8272,
                13,
                50556
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23879075584852177,
            "compression_ratio": 1.5407725321888412,
            "no_speech_prob": 0.0025119781494140625,
            "words": [
                {
                    "start": 1198.32,
                    "end": 1198.5,
                    "word": " seven",
                    "probability": 0.03778076171875
                },
                {
                    "start": 1198.5,
                    "end": 1198.8,
                    "word": " cents",
                    "probability": 0.80029296875
                },
                {
                    "start": 1198.8,
                    "end": 1199.02,
                    "word": " per",
                    "probability": 0.90478515625
                },
                {
                    "start": 1199.02,
                    "end": 1199.28,
                    "word": " base",
                    "probability": 0.87841796875
                },
                {
                    "start": 1199.28,
                    "end": 1199.42,
                    "word": ",",
                    "probability": 0.73193359375
                },
                {
                    "start": 1199.42,
                    "end": 1199.5,
                    "word": " which",
                    "probability": 0.9208984375
                },
                {
                    "start": 1199.5,
                    "end": 1199.68,
                    "word": " is",
                    "probability": 0.91357421875
                },
                {
                    "start": 1199.68,
                    "end": 1200.14,
                    "word": " astronomical",
                    "probability": 0.78125
                },
                {
                    "start": 1200.14,
                    "end": 1200.5,
                    "word": " when",
                    "probability": 0.80712890625
                },
                {
                    "start": 1200.5,
                    "end": 1200.62,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 1200.62,
                    "end": 1200.94,
                    "word": " consider",
                    "probability": 0.81298828125
                },
                {
                    "start": 1200.94,
                    "end": 1201.3,
                    "word": " large",
                    "probability": 0.876953125
                },
                {
                    "start": 1201.3,
                    "end": 1201.62,
                    "word": " volumes",
                    "probability": 0.87744140625
                },
                {
                    "start": 1201.62,
                    "end": 1201.78,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 1201.78,
                    "end": 1202.08,
                    "word": " DNA",
                    "probability": 0.92724609375
                },
                {
                    "start": 1202.08,
                    "end": 1202.56,
                    "word": ".",
                    "probability": 0.833984375
                }
            ]
        },
        {
            "id": 202,
            "seek": 121918,
            "start": 1203.24,
            "end": 1208.64,
            "text": " And that's been a pretty large barrier, but it's part of our, I think, what's a really cool,",
            "tokens": [
                50624,
                400,
                300,
                311,
                668,
                257,
                1238,
                2416,
                13357,
                11,
                457,
                309,
                311,
                644,
                295,
                527,
                11,
                286,
                519,
                11,
                437,
                311,
                257,
                534,
                1627,
                11,
                50888
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23879075584852177,
            "compression_ratio": 1.5407725321888412,
            "no_speech_prob": 0.0025119781494140625,
            "words": [
                {
                    "start": 1203.24,
                    "end": 1203.72,
                    "word": " And",
                    "probability": 0.77734375
                },
                {
                    "start": 1203.72,
                    "end": 1203.98,
                    "word": " that's",
                    "probability": 0.935546875
                },
                {
                    "start": 1203.98,
                    "end": 1204.1,
                    "word": " been",
                    "probability": 0.80078125
                },
                {
                    "start": 1204.34,
                    "end": 1204.78,
                    "word": " a pretty",
                    "probability": 0.88134765625
                },
                {
                    "start": 1204.78,
                    "end": 1205.26,
                    "word": " large",
                    "probability": 0.9111328125
                },
                {
                    "start": 1205.26,
                    "end": 1205.54,
                    "word": " barrier",
                    "probability": 0.85791015625
                },
                {
                    "start": 1205.54,
                    "end": 1205.68,
                    "word": ",",
                    "probability": 0.62841796875
                },
                {
                    "start": 1205.68,
                    "end": 1205.7,
                    "word": " but",
                    "probability": 0.892578125
                },
                {
                    "start": 1205.7,
                    "end": 1205.94,
                    "word": " it's",
                    "probability": 0.662109375
                },
                {
                    "start": 1205.94,
                    "end": 1206.72,
                    "word": " part",
                    "probability": 0.810546875
                },
                {
                    "start": 1206.72,
                    "end": 1206.86,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 1206.86,
                    "end": 1207.02,
                    "word": " our",
                    "probability": 0.67578125
                },
                {
                    "start": 1207.02,
                    "end": 1207.22,
                    "word": ",",
                    "probability": 0.6708984375
                },
                {
                    "start": 1207.22,
                    "end": 1207.38,
                    "word": " I",
                    "probability": 0.9931640625
                },
                {
                    "start": 1207.38,
                    "end": 1207.54,
                    "word": " think",
                    "probability": 0.81689453125
                },
                {
                    "start": 1207.54,
                    "end": 1207.62,
                    "word": ",",
                    "probability": 0.1749267578125
                },
                {
                    "start": 1207.62,
                    "end": 1207.84,
                    "word": " what's",
                    "probability": 0.861328125
                },
                {
                    "start": 1208.0,
                    "end": 1208.2,
                    "word": " a really",
                    "probability": 0.77197265625
                },
                {
                    "start": 1208.2,
                    "end": 1208.58,
                    "word": " cool",
                    "probability": 0.87109375
                },
                {
                    "start": 1208.58,
                    "end": 1208.64,
                    "word": ",",
                    "probability": 0.73046875
                }
            ]
        },
        {
            "id": 203,
            "seek": 121918,
            "start": 1208.64,
            "end": 1214.56,
            "text": " cool idea. DNA security. So this is part of our lab called CyBioSecurity. One paper that",
            "tokens": [
                50888,
                1627,
                1558,
                13,
                8272,
                3825,
                13,
                407,
                341,
                307,
                644,
                295,
                527,
                2715,
                1219,
                10295,
                33,
                1004,
                29511,
                3051,
                13,
                1485,
                3035,
                300,
                51172
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23879075584852177,
            "compression_ratio": 1.5407725321888412,
            "no_speech_prob": 0.0025119781494140625,
            "words": [
                {
                    "start": 1208.64,
                    "end": 1209.02,
                    "word": " cool",
                    "probability": 0.85400390625
                },
                {
                    "start": 1209.02,
                    "end": 1209.38,
                    "word": " idea",
                    "probability": 0.75390625
                },
                {
                    "start": 1209.38,
                    "end": 1209.86,
                    "word": ".",
                    "probability": 0.8759765625
                },
                {
                    "start": 1210.5,
                    "end": 1210.9,
                    "word": " DNA",
                    "probability": 0.892578125
                },
                {
                    "start": 1210.9,
                    "end": 1211.38,
                    "word": " security",
                    "probability": 0.87255859375
                },
                {
                    "start": 1211.38,
                    "end": 1211.74,
                    "word": ".",
                    "probability": 0.7333984375
                },
                {
                    "start": 1211.74,
                    "end": 1211.88,
                    "word": " So",
                    "probability": 0.8896484375
                },
                {
                    "start": 1211.88,
                    "end": 1212.12,
                    "word": " this",
                    "probability": 0.806640625
                },
                {
                    "start": 1212.12,
                    "end": 1212.22,
                    "word": " is",
                    "probability": 0.90576171875
                },
                {
                    "start": 1212.22,
                    "end": 1212.4,
                    "word": " part",
                    "probability": 0.79052734375
                },
                {
                    "start": 1212.4,
                    "end": 1212.48,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 1212.48,
                    "end": 1212.6,
                    "word": " our",
                    "probability": 0.8251953125
                },
                {
                    "start": 1212.6,
                    "end": 1212.78,
                    "word": " lab",
                    "probability": 0.8837890625
                },
                {
                    "start": 1212.78,
                    "end": 1213.0,
                    "word": " called",
                    "probability": 0.806640625
                },
                {
                    "start": 1213.0,
                    "end": 1213.9,
                    "word": " CyBioSecurity",
                    "probability": 0.60703125
                },
                {
                    "start": 1213.9,
                    "end": 1214.08,
                    "word": ".",
                    "probability": 0.86328125
                },
                {
                    "start": 1214.08,
                    "end": 1214.18,
                    "word": " One",
                    "probability": 0.87353515625
                },
                {
                    "start": 1214.18,
                    "end": 1214.4,
                    "word": " paper",
                    "probability": 0.7978515625
                },
                {
                    "start": 1214.4,
                    "end": 1214.56,
                    "word": " that",
                    "probability": 0.8798828125
                }
            ]
        },
        {
            "id": 204,
            "seek": 121918,
            "start": 1214.56,
            "end": 1222.68,
            "text": " came out recently was talking about the GenBank system and some of the security implications.",
            "tokens": [
                51172,
                1361,
                484,
                3938,
                390,
                1417,
                466,
                264,
                3632,
                33,
                657,
                1185,
                293,
                512,
                295,
                264,
                3825,
                16602,
                13,
                51580
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23879075584852177,
            "compression_ratio": 1.5407725321888412,
            "no_speech_prob": 0.0025119781494140625,
            "words": [
                {
                    "start": 1214.56,
                    "end": 1214.74,
                    "word": " came",
                    "probability": 0.82080078125
                },
                {
                    "start": 1214.74,
                    "end": 1214.88,
                    "word": " out",
                    "probability": 0.82421875
                },
                {
                    "start": 1214.88,
                    "end": 1215.22,
                    "word": " recently",
                    "probability": 0.81201171875
                },
                {
                    "start": 1215.22,
                    "end": 1215.6,
                    "word": " was",
                    "probability": 0.875
                },
                {
                    "start": 1215.6,
                    "end": 1215.96,
                    "word": " talking",
                    "probability": 0.76171875
                },
                {
                    "start": 1215.96,
                    "end": 1216.48,
                    "word": " about",
                    "probability": 0.8203125
                },
                {
                    "start": 1216.48,
                    "end": 1217.8,
                    "word": " the",
                    "probability": 0.78955078125
                },
                {
                    "start": 1217.8,
                    "end": 1218.54,
                    "word": " GenBank",
                    "probability": 0.8751627604166666
                },
                {
                    "start": 1218.54,
                    "end": 1220.0,
                    "word": " system",
                    "probability": 0.80908203125
                },
                {
                    "start": 1220.0,
                    "end": 1220.58,
                    "word": " and",
                    "probability": 0.341064453125
                },
                {
                    "start": 1220.58,
                    "end": 1221.16,
                    "word": " some",
                    "probability": 0.81787109375
                },
                {
                    "start": 1221.16,
                    "end": 1221.26,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 1221.26,
                    "end": 1221.36,
                    "word": " the",
                    "probability": 0.81787109375
                },
                {
                    "start": 1221.36,
                    "end": 1221.64,
                    "word": " security",
                    "probability": 0.92626953125
                },
                {
                    "start": 1221.64,
                    "end": 1222.2,
                    "word": " implications",
                    "probability": 0.86865234375
                },
                {
                    "start": 1222.2,
                    "end": 1222.68,
                    "word": ".",
                    "probability": 0.90185546875
                }
            ]
        },
        {
            "id": 205,
            "seek": 124144,
            "start": 1222.68,
            "end": 1228.86,
            "text": " You also have microfluidic automation, so how do you abstract away some of the tedious parts",
            "tokens": [
                50364,
                509,
                611,
                362,
                42763,
                2781,
                327,
                299,
                17769,
                11,
                370,
                577,
                360,
                291,
                12649,
                1314,
                512,
                295,
                264,
                38284,
                3166,
                50672
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25547890694110426,
            "compression_ratio": 1.4545454545454546,
            "no_speech_prob": 0.000743865966796875,
            "words": [
                {
                    "start": 1222.68,
                    "end": 1222.9,
                    "word": " You",
                    "probability": 0.50732421875
                },
                {
                    "start": 1222.9,
                    "end": 1223.04,
                    "word": " also",
                    "probability": 0.798828125
                },
                {
                    "start": 1223.04,
                    "end": 1223.24,
                    "word": " have",
                    "probability": 0.88671875
                },
                {
                    "start": 1223.24,
                    "end": 1223.9,
                    "word": " microfluidic",
                    "probability": 0.91552734375
                },
                {
                    "start": 1223.9,
                    "end": 1224.3,
                    "word": " automation",
                    "probability": 0.8330078125
                },
                {
                    "start": 1224.3,
                    "end": 1224.44,
                    "word": ",",
                    "probability": 0.262939453125
                },
                {
                    "start": 1224.44,
                    "end": 1224.54,
                    "word": " so",
                    "probability": 0.8876953125
                },
                {
                    "start": 1224.54,
                    "end": 1224.7,
                    "word": " how",
                    "probability": 0.8994140625
                },
                {
                    "start": 1224.7,
                    "end": 1224.82,
                    "word": " do",
                    "probability": 0.89501953125
                },
                {
                    "start": 1224.82,
                    "end": 1225.14,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 1225.14,
                    "end": 1225.94,
                    "word": " abstract",
                    "probability": 0.59423828125
                },
                {
                    "start": 1225.94,
                    "end": 1226.5,
                    "word": " away",
                    "probability": 0.8173828125
                },
                {
                    "start": 1226.5,
                    "end": 1227.12,
                    "word": " some",
                    "probability": 0.80419921875
                },
                {
                    "start": 1227.12,
                    "end": 1227.34,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1227.34,
                    "end": 1227.74,
                    "word": " the",
                    "probability": 0.806640625
                },
                {
                    "start": 1227.74,
                    "end": 1228.42,
                    "word": " tedious",
                    "probability": 0.55029296875
                },
                {
                    "start": 1228.42,
                    "end": 1228.86,
                    "word": " parts",
                    "probability": 0.7333984375
                }
            ]
        },
        {
            "id": 206,
            "seek": 124144,
            "start": 1228.86,
            "end": 1236.78,
            "text": " of working in the lab, and then DNA circuits. And of course, nanopore sensing is what I personally",
            "tokens": [
                50672,
                295,
                1364,
                294,
                264,
                2715,
                11,
                293,
                550,
                8272,
                26354,
                13,
                400,
                295,
                1164,
                11,
                14067,
                404,
                418,
                30654,
                307,
                437,
                286,
                5665,
                51068
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25547890694110426,
            "compression_ratio": 1.4545454545454546,
            "no_speech_prob": 0.000743865966796875,
            "words": [
                {
                    "start": 1228.86,
                    "end": 1229.02,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 1229.02,
                    "end": 1229.26,
                    "word": " working",
                    "probability": 0.74853515625
                },
                {
                    "start": 1229.26,
                    "end": 1229.4,
                    "word": " in",
                    "probability": 0.90625
                },
                {
                    "start": 1229.4,
                    "end": 1229.52,
                    "word": " the",
                    "probability": 0.77783203125
                },
                {
                    "start": 1229.52,
                    "end": 1229.8,
                    "word": " lab",
                    "probability": 0.912109375
                },
                {
                    "start": 1229.8,
                    "end": 1229.92,
                    "word": ",",
                    "probability": 0.4033203125
                },
                {
                    "start": 1229.92,
                    "end": 1230.12,
                    "word": " and",
                    "probability": 0.89697265625
                },
                {
                    "start": 1230.12,
                    "end": 1230.38,
                    "word": " then",
                    "probability": 0.7158203125
                },
                {
                    "start": 1230.38,
                    "end": 1230.98,
                    "word": " DNA",
                    "probability": 0.8837890625
                },
                {
                    "start": 1230.98,
                    "end": 1231.48,
                    "word": " circuits",
                    "probability": 0.83349609375
                },
                {
                    "start": 1231.48,
                    "end": 1232.0,
                    "word": ".",
                    "probability": 0.5908203125
                },
                {
                    "start": 1232.3,
                    "end": 1232.46,
                    "word": " And",
                    "probability": 0.75244140625
                },
                {
                    "start": 1232.46,
                    "end": 1233.74,
                    "word": " of",
                    "probability": 0.724609375
                },
                {
                    "start": 1233.74,
                    "end": 1233.92,
                    "word": " course",
                    "probability": 0.85693359375
                },
                {
                    "start": 1233.92,
                    "end": 1234.0,
                    "word": ",",
                    "probability": 0.74169921875
                },
                {
                    "start": 1234.0,
                    "end": 1234.4,
                    "word": " nanopore",
                    "probability": 0.7107340494791666
                },
                {
                    "start": 1234.4,
                    "end": 1234.74,
                    "word": " sensing",
                    "probability": 0.76171875
                },
                {
                    "start": 1234.74,
                    "end": 1235.06,
                    "word": " is",
                    "probability": 0.900390625
                },
                {
                    "start": 1235.06,
                    "end": 1235.52,
                    "word": " what",
                    "probability": 0.88671875
                },
                {
                    "start": 1235.52,
                    "end": 1236.38,
                    "word": " I",
                    "probability": 0.98486328125
                },
                {
                    "start": 1236.38,
                    "end": 1236.78,
                    "word": " personally",
                    "probability": 0.68798828125
                }
            ]
        },
        {
            "id": 207,
            "seek": 124144,
            "start": 1236.78,
            "end": 1244.94,
            "text": " work on. And with that, I will wrap up and I'm happy to take any questions in the live Q&A after",
            "tokens": [
                51068,
                589,
                322,
                13,
                400,
                365,
                300,
                11,
                286,
                486,
                7019,
                493,
                293,
                286,
                478,
                2055,
                281,
                747,
                604,
                1651,
                294,
                264,
                1621,
                1249,
                5,
                32,
                934,
                51476
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25547890694110426,
            "compression_ratio": 1.4545454545454546,
            "no_speech_prob": 0.000743865966796875,
            "words": [
                {
                    "start": 1236.78,
                    "end": 1237.04,
                    "word": " work",
                    "probability": 0.79296875
                },
                {
                    "start": 1237.04,
                    "end": 1237.26,
                    "word": " on",
                    "probability": 0.9091796875
                },
                {
                    "start": 1237.26,
                    "end": 1237.78,
                    "word": ".",
                    "probability": 0.9951171875
                },
                {
                    "start": 1238.8,
                    "end": 1239.04,
                    "word": " And",
                    "probability": 0.79345703125
                },
                {
                    "start": 1239.04,
                    "end": 1239.24,
                    "word": " with",
                    "probability": 0.8203125
                },
                {
                    "start": 1239.24,
                    "end": 1239.5,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 1239.5,
                    "end": 1239.62,
                    "word": ",",
                    "probability": 0.904296875
                },
                {
                    "start": 1239.62,
                    "end": 1239.8,
                    "word": " I",
                    "probability": 0.99951171875
                },
                {
                    "start": 1239.8,
                    "end": 1240.18,
                    "word": " will",
                    "probability": 0.810546875
                },
                {
                    "start": 1240.18,
                    "end": 1241.08,
                    "word": " wrap",
                    "probability": 0.8056640625
                },
                {
                    "start": 1241.08,
                    "end": 1241.34,
                    "word": " up",
                    "probability": 0.90576171875
                },
                {
                    "start": 1241.34,
                    "end": 1241.72,
                    "word": " and",
                    "probability": 0.1583251953125
                },
                {
                    "start": 1241.72,
                    "end": 1241.9,
                    "word": " I'm",
                    "probability": 0.979736328125
                },
                {
                    "start": 1241.9,
                    "end": 1242.06,
                    "word": " happy",
                    "probability": 0.775390625
                },
                {
                    "start": 1242.06,
                    "end": 1242.22,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 1242.22,
                    "end": 1242.38,
                    "word": " take",
                    "probability": 0.814453125
                },
                {
                    "start": 1242.38,
                    "end": 1242.58,
                    "word": " any",
                    "probability": 0.8251953125
                },
                {
                    "start": 1242.58,
                    "end": 1243.02,
                    "word": " questions",
                    "probability": 0.908203125
                },
                {
                    "start": 1243.02,
                    "end": 1243.4,
                    "word": " in",
                    "probability": 0.89453125
                },
                {
                    "start": 1243.4,
                    "end": 1243.68,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 1243.68,
                    "end": 1244.04,
                    "word": " live",
                    "probability": 0.857421875
                },
                {
                    "start": 1244.04,
                    "end": 1244.28,
                    "word": " Q",
                    "probability": 0.99267578125
                },
                {
                    "start": 1244.28,
                    "end": 1244.5,
                    "word": "&A",
                    "probability": 0.965087890625
                },
                {
                    "start": 1244.5,
                    "end": 1244.94,
                    "word": " after",
                    "probability": 0.736328125
                }
            ]
        },
        {
            "id": 208,
            "seek": 124494,
            "start": 1244.94,
            "end": 1248.14,
            "text": " the session. Thank you.",
            "tokens": [
                50396,
                264,
                5481,
                13,
                1044,
                291,
                13,
                50532
            ],
            "temperature": 0.0,
            "avg_logprob": -0.4105902777777778,
            "compression_ratio": 0.7419354838709677,
            "no_speech_prob": 0.0325927734375,
            "words": [
                {
                    "start": 1244.94,
                    "end": 1245.8,
                    "word": " the",
                    "probability": 0.10284423828125
                },
                {
                    "start": 1245.8,
                    "end": 1246.1,
                    "word": " session",
                    "probability": 0.8583984375
                },
                {
                    "start": 1246.1,
                    "end": 1246.92,
                    "word": ".",
                    "probability": 0.82568359375
                },
                {
                    "start": 1246.92,
                    "end": 1247.7,
                    "word": " Thank",
                    "probability": 0.88134765625
                },
                {
                    "start": 1247.7,
                    "end": 1247.86,
                    "word": " you",
                    "probability": 0.8984375
                },
                {
                    "start": 1247.86,
                    "end": 1248.14,
                    "word": ".",
                    "probability": 0.798828125
                }
            ]
        }
    ],
    "text": " Hi, I'm Katie Doroshek. I am coming from the University of Washington from the Paul G. Allen School of Computer Science and Engineering with the Molecular Information Systems Lab, where we are really interested in doing interesting things with storing information in DNA and different types of sensing that kind of appeals to the DIY audience a little bit. So the project that I'm going to talk about today is called Porcupine, which is doing rapid and robust tagging of physical objects using DNA with highly separable nanopore signatures, or in a little bit more accessible terms, we tag stuff with DNA and we use nanopores. That's really all we're talking about here. So when we're talking about molecular tags, we are using DNA to identify physical objects. This is kind of in, could be in the same world as QR codes and RFID tags, but essentially we want to be able to tag an object with DNA, ship it or store it somewhere, and then be able to read it back on the other side and say, is this the same object? What's the information in the tag? Or is it completely wrong? And some applications of this include tracking and provenance. So you might have a high value item that you want to be able to make sure it's the same at the beginning and end of the transaction. Secret exchange and counterfeit detection. So maybe you've got a set of pills and you only want to be able to sample a few of them at a time. You could do that with a system like this. And we ended up using the Nanopore MinION device to detect these molecular tags. Some of our system requirements were that we wanted this to be DIY end-to-end by non-experts and not require a full biolab. I myself am a computer scientist and this is something that I can do with maybe a little bit of supervision, so it's not too challenging. And we wanted to be able to generate arbitrary tags on demand without having to do more DNA synthesis. This is one of the most expensive parts of encoding information when using DNA and so if we can do that ahead of time and just be able to copy it instead of having to generate new DNA for every piece of new information, that can save a lot of cost. We wanted to be able to decode quickly and accurately and also use minimal special equipment. So the Nanopore really fits pretty well with this kind of application. One challenge for typical sequencers is that they're often inaccessible to pretty much everybody except for very, very well-funded labs. These cost anywhere from tens to hundreds of thousands of dollars, which doesn't necessarily mean that they're bad, but it's just not very useful for DIY. And they're pretty large, they sit on a big bench top. I'm sure many of you have seen them before, but it's really hard to compare to this candy bar-sized device that can just be plugged into your laptop. And here's a picture of it plugged into a laptop. All the things that you need to run this are very small, like pipettes, a small centrifuge, so it doesn't require the whole lab. And just to briefly run over how this works, I took this diagram from a Nature article. Basically, there is this thin membrane that is present with little nanoscale pores, and there's an ionic current that is being run across this thing, and the current is being measured over time. And then the DNA is prepared such that there is an enzyme that will unwind the DNA for you, and it will flow through this pore. As the DNA gets unwound and is flying through, the current changes a little bit, and so you can go back and tell what DNA was in the pore based on what the current looks like. There's this little diagram in this corner here that shows basically different ionic current traces for each base. Now typically these will all be concatenated together, and we'll go back up to this open channel state, but it's really just a time series of ionic current measurements instead of actually directly reading the bases. So when we are creating a molecular tag within porcupine, what we start out with is just like any other digital tag, any RFID tag or QR code or anything, it's basically just digital information, a bunch of bits and ones and zeros. And each different bit is assigned a different type of DNA. So what will happen is you've got physically a little vial of this particular set of molecular bits that we call them. So when you have a bit that is one, you'll pipette that bit into the molecular tag mixture, and if it's zero, you completely leave it out. So we're really encoding information via presence or absence of these different types of DNA. Then we will apply this tag mixture to an object when dehydrated, ship it or store it somewhere, and then rehydrate the molecular tag using a buffer solution. We'll then load it into MinION and read it out using some software that we created. When we are actually creating these molecular tags, we're not just encoding the information directly, we've kind of got a step in there that is adding some error correction. So we have a digital tag that's a little bit shorter, code word that's longer, that has some additional bits in order to add some error correction, which I'll talk about more later, but then we are going to the molecular bits and the molecular tag. And a single molecule is made of a unique sequence and a specific length. So this is the part that lets us create more bits without having to sequence to create more DNA. So we have our barcode sequence at the very beginning of the strand, then a spacer, and then another barcode sequence and a sequencing adapter. And typically when encoding information in DNA, the information is recorded throughout the entire strand. And so I often get asked, why wouldn't you take advantage of the incredible density of DNA to make this happen? And really this comes down to creating more bits without having to synthesize more DNA. We start out with our nice little well plate of 96 sequences, and if we just add two different lengths, we have 192 mole bits without ever having to go back to ask IDT for more short strands for us. And then the second part of it is that having this unique identifiable region means that we can avoid base calling. So when we turn this complicated nanopore signal into bases, it takes a very, very long time and it's very complex. And that is the largest source of the error in the pipeline for working with nanopore data, where we actually have a much simpler problem. We're not trying to identify any DNA, just the DNA that we know is already there. So we can turn this into a classification problem instead of a decoding problem. That saves a lot of time and increases our accuracy pretty dramatically. And we design molecular bits to have distinct nanopore signals. We do this using a tool called Scrappy that is produced by Oxford Nanopore itself. So we can give it a sequence, it will produce a theoretical signal, and then this is the actual nanopore signal. And we didn't really cherry-pick one of these. They kind of all look similar, maybe a little bit stretched or narrower, but this allows us to really be able to design these sequences to look different, which makes our problem a lot easier. When we are designing these sequences, we're using an evolutionary process. We're starting out with an initial batch of them. We throw our 90 sticks in our virtual well plate, simulate what they look like, and then compute how different they are. And we will then start an evolutionary process where we shuffle them, mutate them, and then make sure that we're improving things. It's kind of like a guess and check method that will make these look visually different. And basically the lighter colors here are more similar, so they look like similar swiggles. And then you can see that this guy looks very different from this after this full process here. I don't want to pretend like this is the first time anybody has come up with anything that is working with raw nanopore data. There's in particular a group that is working with demultiplexing. And for anybody unfamiliar, multiplexing is a tool that is used to add barcodes on to a sample so that any reads that you get back out on the other side can be associated with a particular sample. And then at the end you can go separate things out and make it so that you are only working on your one sample at a time. And what they've done in this case is taken the barcodes that Oxford Nanopore has produced for multiplexing, they found a subset of them, and then can identify those using the raw nanopore signal. One challenge that they have is that they didn't have the ability to design them specifically to identify them later, meaning that they are working with a much more challenging problem than we are. But it's a pretty cool tool and it's been very useful for folks. And then another one, it's currently you can't just go buy multiplexing barcodes for RNA. And so there's a group that developed four barcodes that they could then identify, which is really similar to what we're doing. We kind of developed it independently, but it is a similar process. However, and the way that all of these work is kind of classifying them similarly. We're trying to just identify what little barcode is present in the individual reads. Our training data, we label the squiggles using sequencing data and then spread all the bits across a bunch of different runs, then test data with half of the bits, and we ended up using a five-layer CNN with a fully connected layer and softmax. And this is all stuff that I'm happy to answer more questions about in greater detail later if desired. Our classification accuracy is very high. And the only reason that I actually say this is to show you that identifying mole bits is a totally non-issue. Our training accuracy is like 99.9 something, validation 97.7. It's kind of to the point where it's not really an issue for us to be able to identify the mole bits. However, identifying what the tag is based on the mole bits can be a little bit more challenging. Now that we have our sandbox, we've got our molecular bits and we have a way to read them, the question is what should we encode and how should we encode it? We have our 96 bits and we have kind of our framework where we might want to expand our digital tag, but we have to think about how we might want to do that. The most naive encoding scheme of course is mapping one digital bit to one molecular bit. And this is of course not ideal because one bit error means that you completely get the entire tag wrong. And so we want to add some error correction as alluded to previously. What we'll do is we'll reserve some bits for the tag and then use the rest of them to correct errors. And in our case we picked a 32-bit message and then multiplied by a 32 by 96 random generator matrix to produce a code word which then gets put in the molecular tag. And this allows us to get up to 18 bits wrong, which is an enormous amount without ever worrying about whether we're going to get the tag wrong. This is something that can also be chosen depending on the application. It's just an example that we have for basically our paper that we wrote. But if you wanted to take these 96 bits and use them in another way, there's nothing that would stop anybody from doing that. So just to briefly walk through encoding an actual message here because it's a little bit hard to kind of to connect the two. We'll start out with our digital tag here. We've got, we've encoded, we had to encode our molecular information systems lab of course. And then we added our bits for the code word. Then we'll go through the process of actually encoding and sequencing and doing all the wet lab stuff. And then what we'll get back out of the sequencing machine is a set of read counts. So how many, how many times did we observe that particular molecular bit? And then we have to decide like at what point do we want to set it to one, but at what point do we want to set it to zero? So we have a threshold here where anything that is above this line we'll set to one and below it is zero. And then we get a few incorrect bits. This is okay. We have fewer than our 18, so we'll still decode correctly. But we also realize that there's kind of a large variation in read counts here. And we found that this was reproducible. Still cannot figure out why. I'm more than happy to talk to people about why this might be happening because we've tried a million things. But it's reproducible so we're able to rescale the counts and essentially what happens is that we get no bit errors after doing that. And we recover our final, final decoded message here. So our final results, we are talking about how long does it take to actually decode a message. Do you need to run this for hours? Overnight? Seconds? Minutes? And so what we have here is on the x-axis we've got our sequencing runtime in seconds in the log scale. And then we've got our code word distance over here. So you can imagine that in reality you could possibly get all 96 bits wrong. However, because we have used error correcting codes, the maximum or the minimum distance between all of them is 18 bits. So if you get 19 bits wrong, in some cases you'll actually get a totally different code word. So in this context with the error correction, the maximum number of bits can be anywhere from like 18 to 20-ish. And so what we have here is, as expected, as your sequencing runtime goes down, or as your sequencing runtime increases, the chance of you getting the message wrong goes down because you've absorbed enough reads to be really confident. Each x here is an incorrect decoding and then our dashed line is guaranteed correct decoding with error correction. And we are able to decode with only about 10 seconds of data, which is really nice because with nanopore sequencing you can just stop at any point. You don't have to keep running this for hours and hours because the process doesn't require you to do that. It's just physical strands flowing through this membrane. And what this means is that we can do pretty close to real-time reading. Another cool thing is that we've made the molecular tags shelf-stable. This is really important for basically any kind of application you can think of where you'd want to tag something for more than a few minutes. You want to be able to ship or store your object, but then afterwards we can rehydrate it and then read it, and that has been a crucial part of this. So we'll prepare this take for sequencing immediately after assembling the tag. This is a step that takes about one to two hours, so we are front-loading all the lab work on the writing side, meaning when you go to read it you don't have to spend hardly any time at all, like seconds. We also sent a tag in the mail and just through regular mail like USPS to California and we could recover everything after about four weeks. I'm not sure what the upper bound is on how long these things will last, but we basically got the same sample back that we sent. So I think there's a lot of work to be done and figuring out what are the bounds on what kind of surfaces these things can be attached to and how long they will last, but initial results are kind of promising for these being actually stable. And then because we're attaching the sequencing adapter ahead of time, the part that's actually doing the unwinding of the DNA, you can't get any contamination. It's just not possible to happen after that process is completed because you have to have that adapter in order for it to be read. And so putting it on a surface means that you could have someone's like environmental DNA or anything and it will still mostly read out fine. Another big question I get is like, okay cool, but what can we actually use this for? And we haven't really explored the extent of what kinds of surfaces or anything that this could be used on, but we can think of things that are traditionally difficult to tag with QR codes and RFID codes and such. This might include things like liquids, maybe food with some safety testing. We make no claims about it actually being safe for food without testing. Paper and commodities. So maybe you have a supply chain where you want to take everything and then only read back a few of them. You can really amortize the cost because reading is going to be the highest cost in this process. And there's some prior work that demonstrates some DNA encapsulation methods. These methods add some time and effort to the process, but they could be used to further extend the life past what this would normally live on its own for. So in summary, we have our molecular tagging system that uses our DNA to tag physical objects. The design uses an evolutionary model for nanopore orthogonal sequences, making them look visually as different as possible and essentially trying to make our classification problem easier. And then we classify using a CNN. We will encode and decode using our random generator matrix, but again, agnostic to any type of encoding that you want to use. And we can get readout with less than 10 seconds of data. Future work might be like using a generative model to design these instead of an evolutionary model that's a guess and check. And also considering these different kinds of encoding and decoding methods that might be able to take advantage of different parts of the known error in the system, which we haven't really done at all. Another thing to consider, especially because this is a security-minded conference, is what kind of security this actually provides. And one nice thing is that DNA is invisible. However, security by obfuscation is not always the right kind of security. It can be good in some circumstances, but you're never going to fool anybody who's really dedicated to getting access to this just by making it invisible. And so there are applications where this would be useful and maybe not, and I'm really curious if anybody has thoughts on maybe this sparked some kind of interesting application that we haven't thought of yet. I also just wanted to give a really quick plug for the other things that our lab is doing, because I think it's really cool and I only work on a very small segment of this. Our lab works primarily on something called DNA data storage, where we're trying to store information in DNA and read it back later, but not in terms of presence or absence, but actually encoding information in the bases of the DNA. And this has been pretty far developed, but still, the writing aspect is very expensive. The cheapest I've ever seen DNA for is like seven cents per base, which is astronomical when you consider large volumes of DNA. And that's been a pretty large barrier, but it's part of our, I think, what's a really cool, cool idea. DNA security. So this is part of our lab called CyBioSecurity. One paper that came out recently was talking about the GenBank system and some of the security implications. You also have microfluidic automation, so how do you abstract away some of the tedious parts of working in the lab, and then DNA circuits. And of course, nanopore sensing is what I personally work on. And with that, I will wrap up and I'm happy to take any questions in the live Q&A after the session. Thank you."
}